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AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition

Lei Shi,

Yifan Zhang,

Jian Cheng,

Hanqing Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Lei and Zhang, Yifan and Cheng, Jian and Lu, Hanqing}, title = {AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13413-13422} }

C2N: Practical Generative Noise Modeling for Real-World Denoising

Geonwoon Jang,

Wooseok Lee,

Sanghyun Son,

Kyoung Mu Lee

[pdf] [supp]

[bibtex]

@InProceedings{Jang_2021_ICCV, author = {Jang, Geonwoon and Lee, Wooseok and Son, Sanghyun and Lee, Kyoung Mu}, title = {C2N: Practical Generative Noise Modeling for Real-World Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2350-2359} }

Continual Learning on Noisy Data Streams via Self-Purified Replay

Chris Dongjoo Kim,

Jinseo Jeong,

Sangwoo Moon,

Gunhee Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Chris Dongjoo and Jeong, Jinseo and Moon, Sangwoo and Kim, Gunhee}, title = {Continual Learning on Noisy Data Streams via Self-Purified Replay}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {537-547} }

FOVEA: Foveated Image Magnification for Autonomous Navigation

Chittesh Thavamani,

Mengtian Li,

Nicolas Cebron,

Deva Ramanan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Thavamani_2021_ICCV, author = {Thavamani, Chittesh and Li, Mengtian and Cebron, Nicolas and Ramanan, Deva}, title = {FOVEA: Foveated Image Magnification for Autonomous Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15539-15548} }

PlenOctrees for Real-Time Rendering of Neural Radiance Fields

Alex Yu,

Ruilong Li,

Matthew Tancik,

Hao Li,

Ren Ng,

Angjoo Kanazawa

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Alex and Li, Ruilong and Tancik, Matthew and Li, Hao and Ng, Ren and Kanazawa, Angjoo}, title = {PlenOctrees for Real-Time Rendering of Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5752-5761} }

Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation

Robin Chan,

Matthias Rottmann,

Hanno Gottschalk

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chan_2021_ICCV, author = {Chan, Robin and Rottmann, Matthias and Gottschalk, Hanno}, title = {Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5128-5137} }

Specificity-Preserving RGB-D Saliency Detection

Tao Zhou,

Huazhu Fu,

Geng Chen,

Yi Zhou,

Deng-Ping Fan,

Ling Shao

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Tao and Fu, Huazhu and Chen, Geng and Zhou, Yi and Fan, Deng-Ping and Shao, Ling}, title = {Specificity-Preserving RGB-D Saliency Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4681-4691} }

3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds

Lichen Zhao,

Daigang Cai,

Lu Sheng,

Dong Xu

[pdf]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Lichen and Cai, Daigang and Sheng, Lu and Xu, Dong}, title = {3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2928-2937} }

4D-Net for Learned Multi-Modal Alignment

AJ Piergiovanni,

Vincent Casser,

Michael S. Ryoo,

Anelia Angelova

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Piergiovanni_2021_ICCV, author = {Piergiovanni, AJ and Casser, Vincent and Ryoo, Michael S. and Angelova, Anelia}, title = {4D-Net for Learned Multi-Modal Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15435-15445} }

Patch Craft: Video Denoising by Deep Modeling and Patch Matching

Gregory Vaksman,

Michael Elad,

Peyman Milanfar

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Vaksman_2021_ICCV, author = {Vaksman, Gregory and Elad, Michael and Milanfar, Peyman}, title = {Patch Craft: Video Denoising by Deep Modeling and Patch Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2157-2166} }

Image Manipulation Detection by Multi-View Multi-Scale Supervision

Xinru Chen,

Chengbo Dong,

Jiaqi Ji,

Juan Cao,

Xirong Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xinru and Dong, Chengbo and Ji, Jiaqi and Cao, Juan and Li, Xirong}, title = {Image Manipulation Detection by Multi-View Multi-Scale Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14185-14193} }

Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation

Yachao Zhang,

Yanyun Qu,

Yuan Xie,

Zonghao Li,

Shanshan Zheng,

Cuihua Li

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yachao and Qu, Yanyun and Xie, Yuan and Li, Zonghao and Zheng, Shanshan and Li, Cuihua}, title = {Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15520-15528} }

Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation

Mikhail Usvyatsov,

Anastasia Makarova,

Rafael Ballester-Ripoll,

Maxim Rakhuba,

Andreas Krause,

Konrad Schindler

[pdf] [supp]

[bibtex]

@InProceedings{Usvyatsov_2021_ICCV, author = {Usvyatsov, Mikhail and Makarova, Anastasia and Ballester-Ripoll, Rafael and Rakhuba, Maxim and Krause, Andreas and Schindler, Konrad}, title = {Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11426-11435} }

Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query

Guanyu Cai,

Jun Zhang,

Xinyang Jiang,

Yifei Gong,

Lianghua He,

Fufu Yu,

Pai Peng,

Xiaowei Guo,

Feiyue Huang,

Xing Sun

[pdf] [supp]

[bibtex]

@InProceedings{Cai_2021_ICCV, author = {Cai, Guanyu and Zhang, Jun and Jiang, Xinyang and Gong, Yifei and He, Lianghua and Yu, Fufu and Peng, Pai and Guo, Xiaowei and Huang, Feiyue and Sun, Xing}, title = {Ask\&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1835-1844} }

EventHands: Real-Time Neural 3D Hand Pose Estimation From an Event Stream

Viktor Rudnev,

Vladislav Golyanik,

Jiayi Wang,

Hans-Peter Seidel,

Franziska Mueller,

Mohamed Elgharib,

Christian Theobalt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rudnev_2021_ICCV, author = {Rudnev, Viktor and Golyanik, Vladislav and Wang, Jiayi and Seidel, Hans-Peter and Mueller, Franziska and Elgharib, Mohamed and Theobalt, Christian}, title = {EventHands: Real-Time Neural 3D Hand Pose Estimation From an Event Stream}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12385-12395} }

Composable Augmentation Encoding for Video Representation Learning

Chen Sun,

Arsha Nagrani,

Yonglong Tian,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Chen and Nagrani, Arsha and Tian, Yonglong and Schmid, Cordelia}, title = {Composable Augmentation Encoding for Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8834-8844} }

Exploiting Explanations for Model Inversion Attacks

Xuejun Zhao,

Wencan Zhang,

Xiaokui Xiao,

Brian Lim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Xuejun and Zhang, Wencan and Xiao, Xiaokui and Lim, Brian}, title = {Exploiting Explanations for Model Inversion Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {682-692} }

Semantic Diversity Learning for Zero-Shot Multi-Label Classification

Avi Ben-Cohen,

Nadav Zamir,

Emanuel Ben-Baruch,

Itamar Friedman,

Lihi Zelnik-Manor

[pdf] [supp]

[bibtex]

@InProceedings{Ben-Cohen_2021_ICCV, author = {Ben-Cohen, Avi and Zamir, Nadav and Ben-Baruch, Emanuel and Friedman, Itamar and Zelnik-Manor, Lihi}, title = {Semantic Diversity Learning for Zero-Shot Multi-Label Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {640-650} }

Describing and Localizing Multiple Changes With Transformers

Yue Qiu,

Shintaro Yamamoto,

Kodai Nakashima,

Ryota Suzuki,

Kenji Iwata,

Hirokatsu Kataoka,

Yutaka Satoh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Qiu_2021_ICCV, author = {Qiu, Yue and Yamamoto, Shintaro and Nakashima, Kodai and Suzuki, Ryota and Iwata, Kenji and Kataoka, Hirokatsu and Satoh, Yutaka}, title = {Describing and Localizing Multiple Changes With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1971-1980} }

Score-Based Point Cloud Denoising

Shitong Luo,

Wei Hu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Shitong and Hu, Wei}, title = {Score-Based Point Cloud Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4583-4592} }

Panoptic Segmentation of Satellite Image Time Series With Convolutional Temporal Attention Networks

Vivien Sainte Fare Garnot,

Loic Landrieu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Garnot_2021_ICCV, author = {Garnot, Vivien Sainte Fare and Landrieu, Loic}, title = {Panoptic Segmentation of Satellite Image Time Series With Convolutional Temporal Attention Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4872-4881} }

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring

Omiros Pantazis,

Gabriel J. Brostow,

Kate E. Jones,

Oisin Mac Aodha

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pantazis_2021_ICCV, author = {Pantazis, Omiros and Brostow, Gabriel J. and Jones, Kate E. and Mac Aodha, Oisin}, title = {Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10583-10592} }

Bridging Unsupervised and Supervised Depth From Focus via All-in-Focus Supervision

Ning-Hsu Wang,

Ren Wang,

Yu-Lun Liu,

Yu-Hao Huang,

Yu-Lin Chang,

Chia-Ping Chen,

Kevin Jou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ning-Hsu and Wang, Ren and Liu, Yu-Lun and Huang, Yu-Hao and Chang, Yu-Lin and Chen, Chia-Ping and Jou, Kevin}, title = {Bridging Unsupervised and Supervised Depth From Focus via All-in-Focus Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12621-12631} }

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions

Wenhai Wang,

Enze Xie,

Xiang Li,

Deng-Ping Fan,

Kaitao Song,

Ding Liang,

Tong Lu,

Ping Luo,

Ling Shao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Wenhai and Xie, Enze and Li, Xiang and Fan, Deng-Ping and Song, Kaitao and Liang, Ding and Lu, Tong and Luo, Ping and Shao, Ling}, title = {Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {568-578} }

DOLG: Single-Stage Image Retrieval With Deep Orthogonal Fusion of Local and Global Features

Min Yang,

Dongliang He,

Miao Fan,

Baorong Shi,

Xuetong Xue,

Fu Li,

Errui Ding,

Jizhou Huang

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Min and He, Dongliang and Fan, Miao and Shi, Baorong and Xue, Xuetong and Li, Fu and Ding, Errui and Huang, Jizhou}, title = {DOLG: Single-Stage Image Retrieval With Deep Orthogonal Fusion of Local and Global Features}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11772-11781} }

Light Source Guided Single-Image Flare Removal From Unpaired Data

Xiaotian Qiao,

Gerhard P. Hancke,

Rynson W.H. Lau

[pdf]

[bibtex]

@InProceedings{Qiao_2021_ICCV, author = {Qiao, Xiaotian and Hancke, Gerhard P. and Lau, Rynson W.H.}, title = {Light Source Guided Single-Image Flare Removal From Unpaired Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4177-4185} }

Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization

Wei Zhu,

Haitian Zheng,

Haofu Liao,

Weijian Li,

Jiebo Luo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Wei and Zheng, Haitian and Liao, Haofu and Li, Weijian and Luo, Jiebo}, title = {Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15002-15012} }

Selective Feature Compression for Efficient Activity Recognition Inference

Chunhui Liu,

Xinyu Li,

Hao Chen,

Davide Modolo,

Joseph Tighe

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Chunhui and Li, Xinyu and Chen, Hao and Modolo, Davide and Tighe, Joseph}, title = {Selective Feature Compression for Efficient Activity Recognition Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13628-13637} }

Attention-Based Multi-Reference Learning for Image Super-Resolution

Marco Pesavento,

Marco Volino,

Adrian Hilton

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pesavento_2021_ICCV, author = {Pesavento, Marco and Volino, Marco and Hilton, Adrian}, title = {Attention-Based Multi-Reference Learning for Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14697-14706} }

Spatial-Temporal Transformer for Dynamic Scene Graph Generation

Yuren Cong,

Wentong Liao,

Hanno Ackermann,

Bodo Rosenhahn,

Michael Ying Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cong_2021_ICCV, author = {Cong, Yuren and Liao, Wentong and Ackermann, Hanno and Rosenhahn, Bodo and Yang, Michael Ying}, title = {Spatial-Temporal Transformer for Dynamic Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16372-16382} }

Deep Transport Network for Unsupervised Video Object Segmentation

Kaihua Zhang,

Zicheng Zhao,

Dong Liu,

Qingshan Liu,

Bo Liu

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Kaihua and Zhao, Zicheng and Liu, Dong and Liu, Qingshan and Liu, Bo}, title = {Deep Transport Network for Unsupervised Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8781-8790} }

RDI-Net: Relational Dynamic Inference Networks

Huanyu Wang,

Songyuan Li,

Shihao Su,

Zequn Qin,

Xi Li

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Huanyu and Li, Songyuan and Su, Shihao and Qin, Zequn and Li, Xi}, title = {RDI-Net: Relational Dynamic Inference Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4621-4630} }

Densely Guided Knowledge Distillation Using Multiple Teacher Assistants

Wonchul Son,

Jaemin Na,

Junyong Choi,

Wonjun Hwang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Son_2021_ICCV, author = {Son, Wonchul and Na, Jaemin and Choi, Junyong and Hwang, Wonjun}, title = {Densely Guided Knowledge Distillation Using Multiple Teacher Assistants}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9395-9404} }

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift

Jiefeng Peng,

Jiqi Zhang,

Changlin Li,

Guangrun Wang,

Xiaodan Liang,

Liang Lin

[pdf] [supp]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Jiefeng and Zhang, Jiqi and Li, Changlin and Wang, Guangrun and Liang, Xiaodan and Lin, Liang}, title = {Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12354-12364} }

ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators

Qixing Huang,

Xiangru Huang,

Bo Sun,

Zaiwei Zhang,

Junfeng Jiang,

Chandrajit Bajaj

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Qixing and Huang, Xiangru and Sun, Bo and Zhang, Zaiwei and Jiang, Junfeng and Bajaj, Chandrajit}, title = {ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5815-5825} }

Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization

Jinheng Xie,

Cheng Luo,

Xiangping Zhu,

Ziqi Jin,

Weizeng Lu,

Linlin Shen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Jinheng and Luo, Cheng and Zhu, Xiangping and Jin, Ziqi and Lu, Weizeng and Shen, Linlin}, title = {Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {132-141} }

Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection

Markos Diomataris,

Nikolaos Gkanatsios,

Vassilis Pitsikalis,

Petros Maragos

[pdf] [supp]

[bibtex]

@InProceedings{Diomataris_2021_ICCV, author = {Diomataris, Markos and Gkanatsios, Nikolaos and Pitsikalis, Vassilis and Maragos, Petros}, title = {Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15911-15920} }

Long-Term Temporally Consistent Unpaired Video Translation From Simulated Surgical 3D Data

Dominik Rivoir,

Micha Pfeiffer,

Reuben Docea,

Fiona Kolbinger,

Carina Riediger,

Jürgen Weitz,

Stefanie Speidel

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rivoir_2021_ICCV, author = {Rivoir, Dominik and Pfeiffer, Micha and Docea, Reuben and Kolbinger, Fiona and Riediger, Carina and Weitz, J\"urgen and Speidel, Stefanie}, title = {Long-Term Temporally Consistent Unpaired Video Translation From Simulated Surgical 3D Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3343-3353} }

Bridging the Gap Between Label- and Reference-Based Synthesis in Multi-Attribute Image-to-Image Translation

Qiusheng Huang,

Zhilin Zheng,

Xueqi Hu,

Li Sun,

Qingli Li

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Qiusheng and Zheng, Zhilin and Hu, Xueqi and Sun, Li and Li, Qingli}, title = {Bridging the Gap Between Label- and Reference-Based Synthesis in Multi-Attribute Image-to-Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14628-14637} }

A Broad Study on the Transferability of Visual Representations With Contrastive Learning

Ashraful Islam,

Chun-Fu (Richard) Chen,

Rameswar Panda,

Leonid Karlinsky,

Richard Radke,

Rogerio Feris

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Islam_2021_ICCV, author = {Islam, Ashraful and Chen, Chun-Fu (Richard) and Panda, Rameswar and Karlinsky, Leonid and Radke, Richard and Feris, Rogerio}, title = {A Broad Study on the Transferability of Visual Representations With Contrastive Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8845-8855} }

TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series

Yunsong Zhou,

Hongzi Zhu,

Chunqin Li,

Tiankai Cui,

Shan Chang,

Minyi Guo

[pdf]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yunsong and Zhu, Hongzi and Li, Chunqin and Cui, Tiankai and Chang, Shan and Guo, Minyi}, title = {TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7118-7127} }

Bayesian Deep Basis Fitting for Depth Completion With Uncertainty

Chao Qu,

Wenxin Liu,

Camillo J. Taylor

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Qu_2021_ICCV, author = {Qu, Chao and Liu, Wenxin and Taylor, Camillo J.}, title = {Bayesian Deep Basis Fitting for Depth Completion With Uncertainty}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16147-16157} }

Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks

Guangxing Han,

Yicheng He,

Shiyuan Huang,

Jiawei Ma,

Shih-Fu Chang

[pdf] [supp]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Guangxing and He, Yicheng and Huang, Shiyuan and Ma, Jiawei and Chang, Shih-Fu}, title = {Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3263-3272} }

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

Xiaohan Ding,

Tianxiang Hao,

Jianchao Tan,

Ji Liu,

Jungong Han,

Yuchen Guo,

Guiguang Ding

[pdf] [arXiv]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Xiaohan and Hao, Tianxiang and Tan, Jianchao and Liu, Ji and Han, Jungong and Guo, Yuchen and Ding, Guiguang}, title = {ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4510-4520} }

P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching

Bing Wang,

Changhao Chen,

Zhaopeng Cui,

Jie Qin,

Chris Xiaoxuan Lu,

Zhengdi Yu,

Peijun Zhao,

Zhen Dong,

Fan Zhu,

Niki Trigoni,

Andrew Markham

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Bing and Chen, Changhao and Cui, Zhaopeng and Qin, Jie and Lu, Chris Xiaoxuan and Yu, Zhengdi and Zhao, Peijun and Dong, Zhen and Zhu, Fan and Trigoni, Niki and Markham, Andrew}, title = {P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16004-16013} }

Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation

Jogendra Nath Kundu,

Akshay Kulkarni,

Amit Singh,

Varun Jampani,

R. Venkatesh Babu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kundu_2021_ICCV, author = {Kundu, Jogendra Nath and Kulkarni, Akshay and Singh, Amit and Jampani, Varun and Babu, R. Venkatesh}, title = {Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7046-7056} }

Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation

Xin Hao,

Sanyuan Zhao,

Mang Ye,

Jianbing Shen

[pdf]

[bibtex]

@InProceedings{Hao_2021_ICCV, author = {Hao, Xin and Zhao, Sanyuan and Ye, Mang and Shen, Jianbing}, title = {Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16403-16412} }

T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning

Zhen Zhong,

Guobao Xiao,

Linxin Zheng,

Yan Lu,

Jiayi Ma

[pdf]

[bibtex]

@InProceedings{Zhong_2021_ICCV, author = {Zhong, Zhen and Xiao, Guobao and Zheng, Linxin and Lu, Yan and Ma, Jiayi}, title = {T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1950-1959} }

Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion

Qinghao Ye,

Xiyue Shen,

Yuan Gao,

Zirui Wang,

Qi Bi,

Ping Li,

Guang Yang

[pdf] [supp]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Qinghao and Shen, Xiyue and Gao, Yuan and Wang, Zirui and Bi, Qi and Li, Ping and Yang, Guang}, title = {Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7950-7959} }

Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models

Linjie Li,

Jie Lei,

Zhe Gan,

Jingjing Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Linjie and Lei, Jie and Gan, Zhe and Liu, Jingjing}, title = {Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2042-2051} }

S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation

Harsh Rangwani,

Arihant Jain,

Sumukh K Aithal,

R. Venkatesh Babu

[pdf] [supp]

[bibtex]

@InProceedings{Rangwani_2021_ICCV, author = {Rangwani, Harsh and Jain, Arihant and Aithal, Sumukh K and Babu, R. Venkatesh}, title = {S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7516-7525} }

Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation

Jiabo Huang,

Yang Liu,

Shaogang Gong,

Hailin Jin

[pdf] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Jiabo and Liu, Yang and Gong, Shaogang and Jin, Hailin}, title = {Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7199-7208} }

StructDepth: Leveraging the Structural Regularities for Self-Supervised Indoor Depth Estimation

Boying Li,

Yuan Huang,

Zeyu Liu,

Danping Zou,

Wenxian Yu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Boying and Huang, Yuan and Liu, Zeyu and Zou, Danping and Yu, Wenxian}, title = {StructDepth: Leveraging the Structural Regularities for Self-Supervised Indoor Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12663-12673} }

Feature Interactive Representation for Point Cloud Registration

Bingli Wu,

Jie Ma,

Gaojie Chen,

Pei An

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Bingli and Ma, Jie and Chen, Gaojie and An, Pei}, title = {Feature Interactive Representation for Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5530-5539} }

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

Tiange Xiang,

Chaoyi Zhang,

Yang Song,

Jianhui Yu,

Weidong Cai

[pdf] [arXiv]

[bibtex]

@InProceedings{Xiang_2021_ICCV, author = {Xiang, Tiange and Zhang, Chaoyi and Song, Yang and Yu, Jianhui and Cai, Weidong}, title = {Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {915-924} }

LSG-CPD: Coherent Point Drift With Local Surface Geometry for Point Cloud Registration

Weixiao Liu,

Hongtao Wu,

Gregory S. Chirikjian

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Weixiao and Wu, Hongtao and Chirikjian, Gregory S.}, title = {LSG-CPD: Coherent Point Drift With Local Surface Geometry for Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15293-15302} }

ISD: Self-Supervised Learning by Iterative Similarity Distillation

Ajinkya Tejankar,

Soroush Abbasi Koohpayegani,

Vipin Pillai,

Paolo Favaro,

Hamed Pirsiavash

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tejankar_2021_ICCV, author = {Tejankar, Ajinkya and Koohpayegani, Soroush Abbasi and Pillai, Vipin and Favaro, Paolo and Pirsiavash, Hamed}, title = {ISD: Self-Supervised Learning by Iterative Similarity Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9609-9618} }

An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

Rongchang Xie,

Chunyu Wang,

Wenjun Zeng,

Yizhou Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Rongchang and Wang, Chunyu and Zeng, Wenjun and Wang, Yizhou}, title = {An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11240-11249} }

Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging

Ziyi Meng,

Zhenming Yu,

Kun Xu,

Xin Yuan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Ziyi and Yu, Zhenming and Xu, Kun and Yuan, Xin}, title = {Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2622-2631} }

Group-Aware Contrastive Regression for Action Quality Assessment

Xumin Yu,

Yongming Rao,

Wenliang Zhao,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Xumin and Rao, Yongming and Zhao, Wenliang and Lu, Jiwen and Zhou, Jie}, title = {Group-Aware Contrastive Regression for Action Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7919-7928} }

The Road To Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation

Yuankai Qi,

Zizheng Pan,

Yicong Hong,

Ming-Hsuan Yang,

Anton van den Hengel,

Qi Wu

[pdf] [supp]

[bibtex]

@InProceedings{Qi_2021_ICCV, author = {Qi, Yuankai and Pan, Zizheng and Hong, Yicong and Yang, Ming-Hsuan and van den Hengel, Anton and Wu, Qi}, title = {The Road To Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1655-1664} }

Support-Set Based Cross-Supervision for Video Grounding

Xinpeng Ding,

Nannan Wang,

Shiwei Zhang,

De Cheng,

Xiaomeng Li,

Ziyuan Huang,

Mingqian Tang,

Xinbo Gao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Xinpeng and Wang, Nannan and Zhang, Shiwei and Cheng, De and Li, Xiaomeng and Huang, Ziyuan and Tang, Mingqian and Gao, Xinbo}, title = {Support-Set Based Cross-Supervision for Video Grounding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11573-11582} }

Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration

Haobo Jiang,

Yaqi Shen,

Jin Xie,

Jun Li,

Jianjun Qian,

Jian Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Haobo and Shen, Yaqi and Xie, Jin and Li, Jun and Qian, Jianjun and Yang, Jian}, title = {Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6128-6137} }

Voxel-Based Network for Shape Completion by Leveraging Edge Generation

Xiaogang Wang,

Marcelo H Ang,

Gim Hee Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xiaogang and Ang, Marcelo H and Lee, Gim Hee}, title = {Voxel-Based Network for Shape Completion by Leveraging Edge Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13189-13198} }

THUNDR: Transformer-Based 3D Human Reconstruction With Markers

Mihai Zanfir,

Andrei Zanfir,

Eduard Gabriel Bazavan,

William T. Freeman,

Rahul Sukthankar,

Cristian Sminchisescu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zanfir_2021_ICCV, author = {Zanfir, Mihai and Zanfir, Andrei and Bazavan, Eduard Gabriel and Freeman, William T. and Sukthankar, Rahul and Sminchisescu, Cristian}, title = {THUNDR: Transformer-Based 3D Human Reconstruction With Markers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12971-12980} }

OadTR: Online Action Detection With Transformers

Xiang Wang,

Shiwei Zhang,

Zhiwu Qing,

Yuanjie Shao,

Zhengrong Zuo,

Changxin Gao,

Nong Sang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xiang and Zhang, Shiwei and Qing, Zhiwu and Shao, Yuanjie and Zuo, Zhengrong and Gao, Changxin and Sang, Nong}, title = {OadTR: Online Action Detection With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7565-7575} }

Instance-Level Image Retrieval Using Reranking Transformers

Fuwen Tan,

Jiangbo Yuan,

Vicente Ordonez

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tan_2021_ICCV, author = {Tan, Fuwen and Yuan, Jiangbo and Ordonez, Vicente}, title = {Instance-Level Image Retrieval Using Reranking Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12105-12115} }

Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image

Zunlei Feng,

Zhonghua Wang,

Xinchao Wang,

Yining Mao,

Thomas Li,

Jie Lei,

Yuexuan Wang,

Mingli Song

[pdf] [supp]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Zunlei and Wang, Zhonghua and Wang, Xinchao and Mao, Yining and Li, Thomas and Lei, Jie and Wang, Yuexuan and Song, Mingli}, title = {Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4036-4045} }

Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform

Zhiyuan Mao,

Nicholas Chimitt,

Stanley H. Chan

[pdf] [arXiv]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Zhiyuan and Chimitt, Nicholas and Chan, Stanley H.}, title = {Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14759-14768} }

Graph Constrained Data Representation Learning for Human Motion Segmentation

Mariella Dimiccoli,

Lluís Garrido,

Guillem Rodriguez-Corominas,

Herwig Wendt

[pdf]

[bibtex]

@InProceedings{Dimiccoli_2021_ICCV, author = {Dimiccoli, Mariella and Garrido, Llu{\'\i}s and Rodriguez-Corominas, Guillem and Wendt, Herwig}, title = {Graph Constrained Data Representation Learning for Human Motion Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1460-1469} }

Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition

Jian Jia,

Xiaotang Chen,

Kaiqi Huang

[pdf] [arXiv]

[bibtex]

@InProceedings{Jia_2021_ICCV, author = {Jia, Jian and Chen, Xiaotang and Huang, Kaiqi}, title = {Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {962-971} }

Learning To Stylize Novel Views

Hsin-Ping Huang,

Hung-Yu Tseng,

Saurabh Saini,

Maneesh Singh,

Ming-Hsuan Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Hsin-Ping and Tseng, Hung-Yu and Saini, Saurabh and Singh, Maneesh and Yang, Ming-Hsuan}, title = {Learning To Stylize Novel Views}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13869-13878} }

Morphable Detector for Object Detection on Demand

Xiangyun Zhao,

Xu Zou,

Ying Wu

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Xiangyun and Zou, Xu and Wu, Ying}, title = {Morphable Detector for Object Detection on Demand}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4771-4780} }

Stacked Homography Transformations for Multi-View Pedestrian Detection

Liangchen Song,

Jialian Wu,

Ming Yang,

Qian Zhang,

Yuan Li,

Junsong Yuan

[pdf] [supp]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Liangchen and Wu, Jialian and Yang, Ming and Zhang, Qian and Li, Yuan and Yuan, Junsong}, title = {Stacked Homography Transformations for Multi-View Pedestrian Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6049-6057} }

Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments

Difei Gao,

Ruiping Wang,

Ziyi Bai,

Xilin Chen

[pdf] [supp]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Difei and Wang, Ruiping and Bai, Ziyi and Chen, Xilin}, title = {Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1675-1685} }

Region-Aware Contrastive Learning for Semantic Segmentation

Hanzhe Hu,

Jinshi Cui,

Liwei Wang

[pdf]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Hanzhe and Cui, Jinshi and Wang, Liwei}, title = {Region-Aware Contrastive Learning for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16291-16301} }

Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models

Zheyuan Liu,

Cristian Rodriguez-Opazo,

Damien Teney,

Stephen Gould

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zheyuan and Rodriguez-Opazo, Cristian and Teney, Damien and Gould, Stephen}, title = {Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2125-2134} }

Self-Supervised Real-to-Sim Scene Generation

Aayush Prakash,

Shoubhik Debnath,

Jean-Francois Lafleche,

Eric Cameracci,

Gavriel State,

Stan Birchfield,

Marc T. Law

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Prakash_2021_ICCV, author = {Prakash, Aayush and Debnath, Shoubhik and Lafleche, Jean-Francois and Cameracci, Eric and State, Gavriel and Birchfield, Stan and Law, Marc T.}, title = {Self-Supervised Real-to-Sim Scene Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16044-16054} }

GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network

Ryan Razani,

Ran Cheng,

Enxu Li,

Ehsan Taghavi,

Yuan Ren,

Liu Bingbing

[pdf] [supp]

[bibtex]

@InProceedings{Razani_2021_ICCV, author = {Razani, Ryan and Cheng, Ran and Li, Enxu and Taghavi, Ehsan and Ren, Yuan and Bingbing, Liu}, title = {GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16076-16085} }

Learning From Noisy Data With Robust Representation Learning

Junnan Li,

Caiming Xiong,

Steven C.H. Hoi

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Junnan and Xiong, Caiming and Hoi, Steven C.H.}, title = {Learning From Noisy Data With Robust Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9485-9494} }

Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity

Yukun Su,

Guosheng Lin,

Qingyao Wu

[pdf] [supp]

[bibtex]

@InProceedings{Su_2021_ICCV, author = {Su, Yukun and Lin, Guosheng and Wu, Qingyao}, title = {Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13328-13338} }

Feature Importance-Aware Transferable Adversarial Attacks

Zhibo Wang,

Hengchang Guo,

Zhifei Zhang,

Wenxin Liu,

Zhan Qin,

Kui Ren

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhibo and Guo, Hengchang and Zhang, Zhifei and Liu, Wenxin and Qin, Zhan and Ren, Kui}, title = {Feature Importance-Aware Transferable Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7639-7648} }

Exploring Classification Equilibrium in Long-Tailed Object Detection

Chengjian Feng,

Yujie Zhong,

Weilin Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Chengjian and Zhong, Yujie and Huang, Weilin}, title = {Exploring Classification Equilibrium in Long-Tailed Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3417-3426} }

Meta Gradient Adversarial Attack

Zheng Yuan,

Jie Zhang,

Yunpei Jia,

Chuanqi Tan,

Tao Xue,

Shiguang Shan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Zheng and Zhang, Jie and Jia, Yunpei and Tan, Chuanqi and Xue, Tao and Shan, Shiguang}, title = {Meta Gradient Adversarial Attack}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7748-7757} }

Differentiable Convolution Search for Point Cloud Processing

Xing Nie,

Yongcheng Liu,

Shaohong Chen,

Jianlong Chang,

Chunlei Huo,

Gaofeng Meng,

Qi Tian,

Weiming Hu,

Chunhong Pan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Nie_2021_ICCV, author = {Nie, Xing and Liu, Yongcheng and Chen, Shaohong and Chang, Jianlong and Huo, Chunlei and Meng, Gaofeng and Tian, Qi and Hu, Weiming and Pan, Chunhong}, title = {Differentiable Convolution Search for Point Cloud Processing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7437-7446} }

Zero-Shot Day-Night Domain Adaptation With a Physics Prior

Attila Lengyel,

Sourav Garg,

Michael Milford,

Jan C. van Gemert

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lengyel_2021_ICCV, author = {Lengyel, Attila and Garg, Sourav and Milford, Michael and van Gemert, Jan C.}, title = {Zero-Shot Day-Night Domain Adaptation With a Physics Prior}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4399-4409} }

Sketch Your Own GAN

Sheng-Yu Wang,

David Bau,

Jun-Yan Zhu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Sheng-Yu and Bau, David and Zhu, Jun-Yan}, title = {Sketch Your Own GAN}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14050-14060} }

Minimal Solutions for Panoramic Stitching Given Gravity Prior

Yaqing Ding,

Daniel Barath,

Zuzana Kukelova

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Yaqing and Barath, Daniel and Kukelova, Zuzana}, title = {Minimal Solutions for Panoramic Stitching Given Gravity Prior}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5579-5588} }

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis

Andreas Blattmann,

Timo Milbich,

Michael Dorkenwald,

Björn Ommer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Blattmann_2021_ICCV, author = {Blattmann, Andreas and Milbich, Timo and Dorkenwald, Michael and Ommer, Bj\"orn}, title = {iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14707-14717} }

Neural Radiance Flow for 4D View Synthesis and Video Processing

Yilun Du,

Yinan Zhang,

Hong-Xing Yu,

Joshua B. Tenenbaum,

Jiajun Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Du_2021_ICCV, author = {Du, Yilun and Zhang, Yinan and Yu, Hong-Xing and Tenenbaum, Joshua B. and Wu, Jiajun}, title = {Neural Radiance Flow for 4D View Synthesis and Video Processing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14324-14334} }

Assignment-Space-Based Multi-Object Tracking and Segmentation

Anwesa Choudhuri,

Girish Chowdhary,

Alexander G. Schwing

[pdf] [supp]

[bibtex]

@InProceedings{Choudhuri_2021_ICCV, author = {Choudhuri, Anwesa and Chowdhary, Girish and Schwing, Alexander G.}, title = {Assignment-Space-Based Multi-Object Tracking and Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13598-13607} }

Vi2CLR: Video and Image for Visual Contrastive Learning of Representation

Ali Diba,

Vivek Sharma,

Reza Safdari,

Dariush Lotfi,

Saquib Sarfraz,

Rainer Stiefelhagen,

Luc Van Gool

[pdf]

[bibtex]

@InProceedings{Diba_2021_ICCV, author = {Diba, Ali and Sharma, Vivek and Safdari, Reza and Lotfi, Dariush and Sarfraz, Saquib and Stiefelhagen, Rainer and Van Gool, Luc}, title = {Vi2CLR: Video and Image for Visual Contrastive Learning of Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1502-1512} }

R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating

Zhongkai Zhou,

Xinnan Fan,

Pengfei Shi,

Yuanxue Xin

[pdf]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Zhongkai and Fan, Xinnan and Shi, Pengfei and Xin, Yuanxue}, title = {R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12777-12786} }

Spatially Conditioned Graphs for Detecting Human-Object Interactions

Frederic Z. Zhang,

Dylan Campbell,

Stephen Gould

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Frederic Z. and Campbell, Dylan and Gould, Stephen}, title = {Spatially Conditioned Graphs for Detecting Human-Object Interactions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13319-13327} }

G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation

Lewei Yao,

Renjie Pi,

Hang Xu,

Wei Zhang,

Zhenguo Li,

Tong Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Lewei and Pi, Renjie and Xu, Hang and Zhang, Wei and Li, Zhenguo and Zhang, Tong}, title = {G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3591-3600} }

End-to-End Detection and Pose Estimation of Two Interacting Hands

Dong Uk Kim,

Kwang In Kim,

Seungryul Baek

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Dong Uk and Kim, Kwang In and Baek, Seungryul}, title = {End-to-End Detection and Pose Estimation of Two Interacting Hands}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11189-11198} }

Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather

Martin Hahner,

Christos Sakaridis,

Dengxin Dai,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hahner_2021_ICCV, author = {Hahner, Martin and Sakaridis, Christos and Dai, Dengxin and Van Gool, Luc}, title = {Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15283-15292} }

Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better

Bojia Zi,

Shihao Zhao,

Xingjun Ma,

Yu-Gang Jiang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zi_2021_ICCV, author = {Zi, Bojia and Zhao, Shihao and Ma, Xingjun and Jiang, Yu-Gang}, title = {Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16443-16452} }

Normalization Matters in Weakly Supervised Object Localization

Jeesoo Kim,

Junsuk Choe,

Sangdoo Yun,

Nojun Kwak

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Jeesoo and Choe, Junsuk and Yun, Sangdoo and Kwak, Nojun}, title = {Normalization Matters in Weakly Supervised Object Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3427-3436} }

Joint Inductive and Transductive Learning for Video Object Segmentation

Yunyao Mao,

Ning Wang,

Wengang Zhou,

Houqiang Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Yunyao and Wang, Ning and Zhou, Wengang and Li, Houqiang}, title = {Joint Inductive and Transductive Learning for Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9670-9679} }

Contrast and Order Representations for Video Self-Supervised Learning

Kai Hu,

Jie Shao,

Yuan Liu,

Bhiksha Raj,

Marios Savvides,

Zhiqiang Shen

[pdf]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Kai and Shao, Jie and Liu, Yuan and Raj, Bhiksha and Savvides, Marios and Shen, Zhiqiang}, title = {Contrast and Order Representations for Video Self-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7939-7949} }

Out-of-Core Surface Reconstruction via Global TGV Minimization

Nikolai Poliarnyi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Poliarnyi_2021_ICCV, author = {Poliarnyi, Nikolai}, title = {Out-of-Core Surface Reconstruction via Global TGV Minimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5641-5650} }

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning

Siyuan Yang,

Jun Liu,

Shijian Lu,

Meng Hwa Er,

Alex C. Kot

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Siyuan and Liu, Jun and Lu, Shijian and Er, Meng Hwa and Kot, Alex C.}, title = {Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13423-13433} }

Latent Transformations via NeuralODEs for GAN-Based Image Editing

Valentin Khrulkov,

Leyla Mirvakhabova,

Ivan Oseledets,

Artem Babenko

[pdf] [supp]

[bibtex]

@InProceedings{Khrulkov_2021_ICCV, author = {Khrulkov, Valentin and Mirvakhabova, Leyla and Oseledets, Ivan and Babenko, Artem}, title = {Latent Transformations via NeuralODEs for GAN-Based Image Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14428-14437} }

DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders

Nicola Garau,

Niccolò Bisagno,

Piotr Bródka,

Nicola Conci

[pdf]

[bibtex]

@InProceedings{Garau_2021_ICCV, author = {Garau, Nicola and Bisagno, Niccol\`o and Br\'odka, Piotr and Conci, Nicola}, title = {DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11677-11686} }

Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice

Erik Jenner,

Enrique Fita Sanmartín,

Fred A. Hamprecht

[pdf] [supp]

[bibtex]

@InProceedings{Jenner_2021_ICCV, author = {Jenner, Erik and Sanmart{\'\i}n, Enrique Fita and Hamprecht, Fred A.}, title = {Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4602-4611} }

Geometry-Free View Synthesis: Transformers and No 3D Priors

Robin Rombach,

Patrick Esser,

Björn Ommer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rombach_2021_ICCV, author = {Rombach, Robin and Esser, Patrick and Ommer, Bj\"orn}, title = {Geometry-Free View Synthesis: Transformers and No 3D Priors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14356-14366} }

Scaling-Up Disentanglement for Image Translation

Aviv Gabbay,

Yedid Hoshen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gabbay_2021_ICCV, author = {Gabbay, Aviv and Hoshen, Yedid}, title = {Scaling-Up Disentanglement for Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6783-6792} }

MeshTalk: 3D Face Animation From Speech Using Cross-Modality Disentanglement

Alexander Richard,

Michael Zollhöfer,

Yandong Wen,

Fernando de la Torre,

Yaser Sheikh

[pdf] [supp]

[bibtex]

@InProceedings{Richard_2021_ICCV, author = {Richard, Alexander and Zollh\"ofer, Michael and Wen, Yandong and de la Torre, Fernando and Sheikh, Yaser}, title = {MeshTalk: 3D Face Animation From Speech Using Cross-Modality Disentanglement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1173-1182} }

Learning a Single Network for Scale-Arbitrary Super-Resolution

Longguang Wang,

Yingqian Wang,

Zaiping Lin,

Jungang Yang,

Wei An,

Yulan Guo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Longguang and Wang, Yingqian and Lin, Zaiping and Yang, Jungang and An, Wei and Guo, Yulan}, title = {Learning a Single Network for Scale-Arbitrary Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4801-4810} }

Salient Object Ranking With Position-Preserved Attention

Hao Fang,

Daoxin Zhang,

Yi Zhang,

Minghao Chen,

Jiawei Li,

Yao Hu,

Deng Cai,

Xiaofei He

[pdf] [arXiv]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Hao and Zhang, Daoxin and Zhang, Yi and Chen, Minghao and Li, Jiawei and Hu, Yao and Cai, Deng and He, Xiaofei}, title = {Salient Object Ranking With Position-Preserved Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16331-16341} }

Paint Transformer: Feed Forward Neural Painting With Stroke Prediction

Songhua Liu,

Tianwei Lin,

Dongliang He,

Fu Li,

Ruifeng Deng,

Xin Li,

Errui Ding,

Hao Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Songhua and Lin, Tianwei and He, Dongliang and Li, Fu and Deng, Ruifeng and Li, Xin and Ding, Errui and Wang, Hao}, title = {Paint Transformer: Feed Forward Neural Painting With Stroke Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6598-6607} }

DetCo: Unsupervised Contrastive Learning for Object Detection

Enze Xie,

Jian Ding,

Wenhai Wang,

Xiaohang Zhan,

Hang Xu,

Peize Sun,

Zhenguo Li,

Ping Luo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Enze and Ding, Jian and Wang, Wenhai and Zhan, Xiaohang and Xu, Hang and Sun, Peize and Li, Zhenguo and Luo, Ping}, title = {DetCo: Unsupervised Contrastive Learning for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8392-8401} }

PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-Rigid Structure-From-Motion

Haitian Zeng,

Yuchao Dai,

Xin Yu,

Xiaohan Wang,

Yi Yang

[pdf] [supp]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Haitian and Dai, Yuchao and Yu, Xin and Wang, Xiaohan and Yang, Yi}, title = {PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-Rigid Structure-From-Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5600-5609} }

YouRefIt: Embodied Reference Understanding With Language and Gesture

Yixin Chen,

Qing Li,

Deqian Kong,

Yik Lun Kei,

Song-Chun Zhu,

Tao Gao,

Yixin Zhu,

Siyuan Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yixin and Li, Qing and Kong, Deqian and Kei, Yik Lun and Zhu, Song-Chun and Gao, Tao and Zhu, Yixin and Huang, Siyuan}, title = {YouRefIt: Embodied Reference Understanding With Language and Gesture}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1385-1395} }

Omniscient Video Super-Resolution

Peng Yi,

Zhongyuan Wang,

Kui Jiang,

Junjun Jiang,

Tao Lu,

Xin Tian,

Jiayi Ma

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yi_2021_ICCV, author = {Yi, Peng and Wang, Zhongyuan and Jiang, Kui and Jiang, Junjun and Lu, Tao and Tian, Xin and Ma, Jiayi}, title = {Omniscient Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4429-4438} }

Clothing Status Awareness for Long-Term Person Re-Identification

Yan Huang,

Qiang Wu,

JingSong Xu,

Yi Zhong,

ZhaoXiang Zhang

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Yan and Wu, Qiang and Xu, JingSong and Zhong, Yi and Zhang, ZhaoXiang}, title = {Clothing Status Awareness for Long-Term Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11895-11904} }

Exploring Temporal Coherence for More General Video Face Forgery Detection

Yinglin Zheng,

Jianmin Bao,

Dong Chen,

Ming Zeng,

Fang Wen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Yinglin and Bao, Jianmin and Chen, Dong and Zeng, Ming and Wen, Fang}, title = {Exploring Temporal Coherence for More General Video Face Forgery Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15044-15054} }

A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning

Muhammad Abdullah Jamal,

Liqiang Wang,

Boqing Gong

[pdf] [supp]

[bibtex]

@InProceedings{Jamal_2021_ICCV, author = {Jamal, Muhammad Abdullah and Wang, Liqiang and Gong, Boqing}, title = {A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6577-6586} }

Representative Color Transform for Image Enhancement

Hanul Kim,

Su-Min Choi,

Chang-Su Kim,

Yeong Jun Koh

[pdf]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Hanul and Choi, Su-Min and Kim, Chang-Su and Koh, Yeong Jun}, title = {Representative Color Transform for Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4459-4468} }

Image Synthesis via Semantic Composition

Yi Wang,

Lu Qi,

Ying-Cong Chen,

Xiangyu Zhang,

Jiaya Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yi and Qi, Lu and Chen, Ying-Cong and Zhang, Xiangyu and Jia, Jiaya}, title = {Image Synthesis via Semantic Composition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13749-13758} }

Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases

Jan Bednarik,

Vladimir G. Kim,

Siddhartha Chaudhuri,

Shaifali Parashar,

Mathieu Salzmann,

Pascal Fua,

Noam Aigerman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bednarik_2021_ICCV, author = {Bednarik, Jan and Kim, Vladimir G. and Chaudhuri, Siddhartha and Parashar, Shaifali and Salzmann, Mathieu and Fua, Pascal and Aigerman, Noam}, title = {Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10458-10467} }

Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data

Zhipeng Cai,

Ozan Sener,

Vladlen Koltun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cai_2021_ICCV, author = {Cai, Zhipeng and Sener, Ozan and Koltun, Vladlen}, title = {Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8281-8290} }

Social Fabric: Tubelet Compositions for Video Relation Detection

Shuo Chen,

Zenglin Shi,

Pascal Mettes,

Cees G. M. Snoek

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shuo and Shi, Zenglin and Mettes, Pascal and Snoek, Cees G. M.}, title = {Social Fabric: Tubelet Compositions for Video Relation Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13485-13494} }

On Feature Decorrelation in Self-Supervised Learning

Tianyu Hua,

Wenxiao Wang,

Zihui Xue,

Sucheng Ren,

Yue Wang,

Hang Zhao

[pdf] [arXiv]

[bibtex]

@InProceedings{Hua_2021_ICCV, author = {Hua, Tianyu and Wang, Wenxiao and Xue, Zihui and Ren, Sucheng and Wang, Yue and Zhao, Hang}, title = {On Feature Decorrelation in Self-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9598-9608} }

Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding

Pengchuan Zhang,

Xiyang Dai,

Jianwei Yang,

Bin Xiao,

Lu Yuan,

Lei Zhang,

Jianfeng Gao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Pengchuan and Dai, Xiyang and Yang, Jianwei and Xiao, Bin and Yuan, Lu and Zhang, Lei and Gao, Jianfeng}, title = {Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2998-3008} }

Viewing Graph Solvability via Cycle Consistency

Federica Arrigoni,

Andrea Fusiello,

Elisa Ricci,

Tomas Pajdla

[pdf] [supp]

[bibtex]

@InProceedings{Arrigoni_2021_ICCV, author = {Arrigoni, Federica and Fusiello, Andrea and Ricci, Elisa and Pajdla, Tomas}, title = {Viewing Graph Solvability via Cycle Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5540-5549} }

Low Curvature Activations Reduce Overfitting in Adversarial Training

Vasu Singla,

Sahil Singla,

Soheil Feizi,

David Jacobs

[pdf] [arXiv]

[bibtex]

@InProceedings{Singla_2021_ICCV, author = {Singla, Vasu and Singla, Sahil and Feizi, Soheil and Jacobs, David}, title = {Low Curvature Activations Reduce Overfitting in Adversarial Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16423-16433} }

SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam

Yonggan Fu,

Yang Zhang,

Yue Wang,

Zhihan Lu,

Vivek Boominathan,

Ashok Veeraraghavan,

Yingyan Lin

[pdf] [supp]

[bibtex]

@InProceedings{Fu_2021_ICCV, author = {Fu, Yonggan and Zhang, Yang and Wang, Yue and Lu, Zhihan and Boominathan, Vivek and Veeraraghavan, Ashok and Lin, Yingyan}, title = {SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5168-5177} }

Adaptive Focus for Efficient Video Recognition

Yulin Wang,

Zhaoxi Chen,

Haojun Jiang,

Shiji Song,

Yizeng Han,

Gao Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yulin and Chen, Zhaoxi and Jiang, Haojun and Song, Shiji and Han, Yizeng and Huang, Gao}, title = {Adaptive Focus for Efficient Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16249-16258} }

Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders

Jing Li,

Di Kang,

Wenjie Pei,

Xuefei Zhe,

Ying Zhang,

Zhenyu He,

Linchao Bao

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jing and Kang, Di and Pei, Wenjie and Zhe, Xuefei and Zhang, Ying and He, Zhenyu and Bao, Linchao}, title = {Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11293-11302} }

SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer

Peng Xiang,

Xin Wen,

Yu-Shen Liu,

Yan-Pei Cao,

Pengfei Wan,

Wen Zheng,

Zhizhong Han

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xiang_2021_ICCV, author = {Xiang, Peng and Wen, Xin and Liu, Yu-Shen and Cao, Yan-Pei and Wan, Pengfei and Zheng, Wen and Han, Zhizhong}, title = {SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5499-5509} }

LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference

Benjamin Graham,

Alaaeldin El-Nouby,

Hugo Touvron,

Pierre Stock,

Armand Joulin,

Hervé Jégou,

Matthijs Douze

[pdf] [supp]

[bibtex]

@InProceedings{Graham_2021_ICCV, author = {Graham, Benjamin and El-Nouby, Alaaeldin and Touvron, Hugo and Stock, Pierre and Joulin, Armand and J\'egou, Herv\'e and Douze, Matthijs}, title = {LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12259-12269} }

Active Universal Domain Adaptation

Xinhong Ma,

Junyu Gao,

Changsheng Xu

[pdf] [supp]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Xinhong and Gao, Junyu and Xu, Changsheng}, title = {Active Universal Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8968-8977} }

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

Xiangxiang Chu,

Bo Zhang,

Ruijun Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chu_2021_ICCV, author = {Chu, Xiangxiang and Zhang, Bo and Xu, Ruijun}, title = {FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12239-12248} }

Keep CALM and Improve Visual Feature Attribution

Jae Myung Kim,

Junsuk Choe,

Zeynep Akata,

Seong Joon Oh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Jae Myung and Choe, Junsuk and Akata, Zeynep and Oh, Seong Joon}, title = {Keep CALM and Improve Visual Feature Attribution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8350-8360} }

AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition

Rameswar Panda,

Chun-Fu (Richard) Chen,

Quanfu Fan,

Ximeng Sun,

Kate Saenko,

Aude Oliva,

Rogerio Feris

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Panda_2021_ICCV, author = {Panda, Rameswar and Chen, Chun-Fu (Richard) and Fan, Quanfu and Sun, Ximeng and Saenko, Kate and Oliva, Aude and Feris, Rogerio}, title = {AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7576-7585} }

Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.

Yasser Abdelaziz Dahou Djilali,

Tarun Krishna,

Kevin McGuinness,

Noel E. O’Connor

[pdf] [supp]

[bibtex]

@InProceedings{Djilali_2021_ICCV, author = {Djilali, Yasser Abdelaziz Dahou and Krishna, Tarun and McGuinness, Kevin and O{\textquoteright}Connor, Noel E.}, title = {Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15414-15424} }

An End-to-End Transformer Model for 3D Object Detection

Ishan Misra,

Rohit Girdhar,

Armand Joulin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Misra_2021_ICCV, author = {Misra, Ishan and Girdhar, Rohit and Joulin, Armand}, title = {An End-to-End Transformer Model for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2906-2917} }

Lipschitz Continuity Guided Knowledge Distillation

Yuzhang Shang,

Bin Duan,

Ziliang Zong,

Liqiang Nie,

Yan Yan

[pdf] [arXiv]

[bibtex]

@InProceedings{Shang_2021_ICCV, author = {Shang, Yuzhang and Duan, Bin and Zong, Ziliang and Nie, Liqiang and Yan, Yan}, title = {Lipschitz Continuity Guided Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10675-10684} }

Instance Similarity Learning for Unsupervised Feature Representation

Ziwei Wang,

Yunsong Wang,

Ziyi Wu,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ziwei and Wang, Yunsong and Wu, Ziyi and Lu, Jiwen and Zhou, Jie}, title = {Instance Similarity Learning for Unsupervised Feature Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10336-10345} }

Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives

Ben Saunders,

Necati Cihan Camgoz,

Richard Bowden

[pdf] [arXiv]

[bibtex]

@InProceedings{Saunders_2021_ICCV, author = {Saunders, Ben and Camgoz, Necati Cihan and Bowden, Richard}, title = {Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1919-1929} }

DocFormer: End-to-End Transformer for Document Understanding

Srikar Appalaraju,

Bhavan Jasani,

Bhargava Urala Kota,

Yusheng Xie,

R. Manmatha

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Appalaraju_2021_ICCV, author = {Appalaraju, Srikar and Jasani, Bhavan and Kota, Bhargava Urala and Xie, Yusheng and Manmatha, R.}, title = {DocFormer: End-to-End Transformer for Document Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {993-1003} }

Spatially-Adaptive Image Restoration Using Distortion-Guided Networks

Kuldeep Purohit,

Maitreya Suin,

A. N. Rajagopalan,

Vishnu Naresh Boddeti

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Purohit_2021_ICCV, author = {Purohit, Kuldeep and Suin, Maitreya and Rajagopalan, A. N. and Boddeti, Vishnu Naresh}, title = {Spatially-Adaptive Image Restoration Using Distortion-Guided Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2309-2319} }

Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network

Xinyan Liu,

Guorong Li,

Zhenjun Han,

Weigang Zhang,

Yifan Yang,

Qingming Huang,

Nicu Sebe

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Xinyan and Li, Guorong and Han, Zhenjun and Zhang, Weigang and Yang, Yifan and Huang, Qingming and Sebe, Nicu}, title = {Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3215-3224} }

Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction

Fang Zheng,

Le Wang,

Sanping Zhou,

Wei Tang,

Zhenxing Niu,

Nanning Zheng,

Gang Hua

[pdf] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Fang and Wang, Le and Zhou, Sanping and Tang, Wei and Niu, Zhenxing and Zheng, Nanning and Hua, Gang}, title = {Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13168-13177} }

Multi-Scale Matching Networks for Semantic Correspondence

Dongyang Zhao,

Ziyang Song,

Zhenghao Ji,

Gangming Zhao,

Weifeng Ge,

Yizhou Yu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Dongyang and Song, Ziyang and Ji, Zhenghao and Zhao, Gangming and Ge, Weifeng and Yu, Yizhou}, title = {Multi-Scale Matching Networks for Semantic Correspondence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3354-3364} }

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

Oğuz Kaan Yüksel,

Enis Simsar,

Ezgi Gülperi Er,

Pinar Yanardag

[pdf] [supp]

[bibtex]

@InProceedings{Yuksel_2021_ICCV, author = {Y\"uksel, O\u{g}uz Kaan and Simsar, Enis and Er, Ezgi G\"ulperi and Yanardag, Pinar}, title = {LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14263-14272} }

Few-Shot Visual Relationship Co-Localization

Revant Teotia,

Vaibhav Mishra,

Mayank Maheshwari,

Anand Mishra

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Teotia_2021_ICCV, author = {Teotia, Revant and Mishra, Vaibhav and Maheshwari, Mayank and Mishra, Anand}, title = {Few-Shot Visual Relationship Co-Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16342-16351} }

RFNet: Recurrent Forward Network for Dense Point Cloud Completion

Tianxin Huang,

Hao Zou,

Jinhao Cui,

Xuemeng Yang,

Mengmeng Wang,

Xiangrui Zhao,

Jiangning Zhang,

Yi Yuan,

Yifan Xu,

Yong Liu

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Tianxin and Zou, Hao and Cui, Jinhao and Yang, Xuemeng and Wang, Mengmeng and Zhao, Xiangrui and Zhang, Jiangning and Yuan, Yi and Xu, Yifan and Liu, Yong}, title = {RFNet: Recurrent Forward Network for Dense Point Cloud Completion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12508-12517} }

Towards Better Explanations of Class Activation Mapping

Hyungsik Jung,

Youngrock Oh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jung_2021_ICCV, author = {Jung, Hyungsik and Oh, Youngrock}, title = {Towards Better Explanations of Class Activation Mapping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1336-1344} }

Domain Adaptive Video Segmentation via Temporal Consistency Regularization

Dayan Guan,

Jiaxing Huang,

Aoran Xiao,

Shijian Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Guan_2021_ICCV, author = {Guan, Dayan and Huang, Jiaxing and Xiao, Aoran and Lu, Shijian}, title = {Domain Adaptive Video Segmentation via Temporal Consistency Regularization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8053-8064} }

PR-Net: Preference Reasoning for Personalized Video Highlight Detection

Runnan Chen,

Penghao Zhou,

Wenzhe Wang,

Nenglun Chen,

Pai Peng,

Xing Sun,

Wenping Wang

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Runnan and Zhou, Penghao and Wang, Wenzhe and Chen, Nenglun and Peng, Pai and Sun, Xing and Wang, Wenping}, title = {PR-Net: Preference Reasoning for Personalized Video Highlight Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7980-7989} }

PoinTr: Diverse Point Cloud Completion With Geometry-Aware Transformers

Xumin Yu,

Yongming Rao,

Ziyi Wang,

Zuyan Liu,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Xumin and Rao, Yongming and Wang, Ziyi and Liu, Zuyan and Lu, Jiwen and Zhou, Jie}, title = {PoinTr: Diverse Point Cloud Completion With Geometry-Aware Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12498-12507} }

Learn-To-Race: A Multimodal Control Environment for Autonomous Racing

James Herman,

Jonathan Francis,

Siddha Ganju,

Bingqing Chen,

Anirudh Koul,

Abhinav Gupta,

Alexey Skabelkin,

Ivan Zhukov,

Max Kumskoy,

Eric Nyberg

[pdf] [supp]

[bibtex]

@InProceedings{Herman_2021_ICCV, author = {Herman, James and Francis, Jonathan and Ganju, Siddha and Chen, Bingqing and Koul, Anirudh and Gupta, Abhinav and Skabelkin, Alexey and Zhukov, Ivan and Kumskoy, Max and Nyberg, Eric}, title = {Learn-To-Race: A Multimodal Control Environment for Autonomous Racing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9793-9802} }

SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition

Hezhen Hu,

Weichao Zhao,

Wengang Zhou,

Yuechen Wang,

Houqiang Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Hezhen and Zhao, Weichao and Zhou, Wengang and Wang, Yuechen and Li, Houqiang}, title = {SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11087-11096} }

Improving Low-Precision Network Quantization via Bin Regularization

Tiantian Han,

Dong Li,

Ji Liu,

Lu Tian,

Yi Shan

[pdf] [supp]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Tiantian and Li, Dong and Liu, Ji and Tian, Lu and Shan, Yi}, title = {Improving Low-Precision Network Quantization via Bin Regularization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5261-5270} }

Probabilistic Modeling for Human Mesh Recovery

Nikos Kolotouros,

Georgios Pavlakos,

Dinesh Jayaraman,

Kostas Daniilidis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kolotouros_2021_ICCV, author = {Kolotouros, Nikos and Pavlakos, Georgios and Jayaraman, Dinesh and Daniilidis, Kostas}, title = {Probabilistic Modeling for Human Mesh Recovery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11605-11614} }

Distilling Virtual Examples for Long-Tailed Recognition

Yin-Yin He,

Jianxin Wu,

Xiu-Shen Wei

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Yin-Yin and Wu, Jianxin and Wei, Xiu-Shen}, title = {Distilling Virtual Examples for Long-Tailed Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {235-244} }

Understanding and Mitigating Annotation Bias in Facial Expression Recognition

Yunliang Chen,

Jungseock Joo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yunliang and Joo, Jungseock}, title = {Understanding and Mitigating Annotation Bias in Facial Expression Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14980-14991} }

Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination

Dongyoung Kim,

Jinwoo Kim,

Seonghyeon Nam,

Dongwoo Lee,

Yeonkyung Lee,

Nahyup Kang,

Hyong-Euk Lee,

ByungIn Yoo,

Jae-Joon Han,

Seon Joo Kim

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Dongyoung and Kim, Jinwoo and Nam, Seonghyeon and Lee, Dongwoo and Lee, Yeonkyung and Kang, Nahyup and Lee, Hyong-Euk and Yoo, ByungIn and Han, Jae-Joon and Kim, Seon Joo}, title = {Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2410-2419} }

Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization

Xiuli Bi,

Zhipeng Zhang,

Bin Xiao

[pdf]

[bibtex]

@InProceedings{Bi_2021_ICCV, author = {Bi, Xiuli and Zhang, Zhipeng and Xiao, Bin}, title = {Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14294-14303} }

Learning To Regress Bodies From Images Using Differentiable Semantic Rendering

Sai Kumar Dwivedi,

Nikos Athanasiou,

Muhammed Kocabas,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dwivedi_2021_ICCV, author = {Dwivedi, Sai Kumar and Athanasiou, Nikos and Kocabas, Muhammed and Black, Michael J.}, title = {Learning To Regress Bodies From Images Using Differentiable Semantic Rendering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11250-11259} }

Bifold and Semantic Reasoning for Pedestrian Behavior Prediction

Amir Rasouli,

Mohsen Rohani,

Jun Luo

[pdf] [arXiv]

[bibtex]

@InProceedings{Rasouli_2021_ICCV, author = {Rasouli, Amir and Rohani, Mohsen and Luo, Jun}, title = {Bifold and Semantic Reasoning for Pedestrian Behavior Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15600-15610} }

Learning Target Candidate Association To Keep Track of What Not To Track

Christoph Mayer,

Martin Danelljan,

Danda Pani Paudel,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mayer_2021_ICCV, author = {Mayer, Christoph and Danelljan, Martin and Paudel, Danda Pani and Van Gool, Luc}, title = {Learning Target Candidate Association To Keep Track of What Not To Track}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13444-13454} }

VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction

Jaesung Choe,

Sunghoon Im,

Francois Rameau,

Minjun Kang,

In So Kweon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Choe_2021_ICCV, author = {Choe, Jaesung and Im, Sunghoon and Rameau, Francois and Kang, Minjun and Kweon, In So}, title = {VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16086-16095} }

Black-Box Detection of Backdoor Attacks With Limited Information and Data

Yinpeng Dong,

Xiao Yang,

Zhijie Deng,

Tianyu Pang,

Zihao Xiao,

Hang Su,

Jun Zhu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dong_2021_ICCV, author = {Dong, Yinpeng and Yang, Xiao and Deng, Zhijie and Pang, Tianyu and Xiao, Zihao and Su, Hang and Zhu, Jun}, title = {Black-Box Detection of Backdoor Attacks With Limited Information and Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16482-16491} }

A Robust Loss for Point Cloud Registration

Zhi Deng,

Yuxin Yao,

Bailin Deng,

Juyong Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Deng_2021_ICCV, author = {Deng, Zhi and Yao, Yuxin and Deng, Bailin and Zhang, Juyong}, title = {A Robust Loss for Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6138-6147} }

Semantic Concentration for Domain Adaptation

Shuang Li,

Mixue Xie,

Fangrui Lv,

Chi Harold Liu,

Jian Liang,

Chen Qin,

Wei Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Shuang and Xie, Mixue and Lv, Fangrui and Liu, Chi Harold and Liang, Jian and Qin, Chen and Li, Wei}, title = {Semantic Concentration for Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9102-9111} }

PICCOLO: Point Cloud-Centric Omnidirectional Localization

Junho Kim,

Changwoon Choi,

Hojun Jang,

Young Min Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Junho and Choi, Changwoon and Jang, Hojun and Kim, Young Min}, title = {PICCOLO: Point Cloud-Centric Omnidirectional Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3313-3323} }

Distributional Robustness Loss for Long-Tail Learning

Dvir Samuel,

Gal Chechik

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Samuel_2021_ICCV, author = {Samuel, Dvir and Chechik, Gal}, title = {Distributional Robustness Loss for Long-Tail Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9495-9504} }

NGC: A Unified Framework for Learning With Open-World Noisy Data

Zhi-Fan Wu,

Tong Wei,

Jianwen Jiang,

Chaojie Mao,

Mingqian Tang,

Yu-Feng Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Zhi-Fan and Wei, Tong and Jiang, Jianwen and Mao, Chaojie and Tang, Mingqian and Li, Yu-Feng}, title = {NGC: A Unified Framework for Learning With Open-World Noisy Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {62-71} }

Superpoint Network for Point Cloud Oversegmentation

Le Hui,

Jia Yuan,

Mingmei Cheng,

Jin Xie,

Xiaoya Zhang,

Jian Yang

[pdf]

[bibtex]

@InProceedings{Hui_2021_ICCV, author = {Hui, Le and Yuan, Jia and Cheng, Mingmei and Xie, Jin and Zhang, Xiaoya and Yang, Jian}, title = {Superpoint Network for Point Cloud Oversegmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5510-5519} }

Exploring Simple 3D Multi-Object Tracking for Autonomous Driving

Chenxu Luo,

Xiaodong Yang,

Alan Yuille

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Chenxu and Yang, Xiaodong and Yuille, Alan}, title = {Exploring Simple 3D Multi-Object Tracking for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10488-10497} }

Looking Here or There? Gaze Following in 360-Degree Images

Yunhao Li,

Wei Shen,

Zhongpai Gao,

Yucheng Zhu,

Guangtao Zhai,

Guodong Guo

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yunhao and Shen, Wei and Gao, Zhongpai and Zhu, Yucheng and Zhai, Guangtao and Guo, Guodong}, title = {Looking Here or There? Gaze Following in 360-Degree Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3742-3751} }

LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning

Bhavya Vasudeva,

Puneesh Deora,

Saumik Bhattacharya,

Umapada Pal,

Sukalpa Chanda

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Vasudeva_2021_ICCV, author = {Vasudeva, Bhavya and Deora, Puneesh and Bhattacharya, Saumik and Pal, Umapada and Chanda, Sukalpa}, title = {LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10634-10643} }

How To Train Neural Networks for Flare Removal

Yicheng Wu,

Qiurui He,

Tianfan Xue,

Rahul Garg,

Jiawen Chen,

Ashok Veeraraghavan,

Jonathan T. Barron

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Yicheng and He, Qiurui and Xue, Tianfan and Garg, Rahul and Chen, Jiawen and Veeraraghavan, Ashok and Barron, Jonathan T.}, title = {How To Train Neural Networks for Flare Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2239-2247} }

Motion Basis Learning for Unsupervised Deep Homography Estimation With Subspace Projection

Nianjin Ye,

Chuan Wang,

Haoqiang Fan,

Shuaicheng Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Nianjin and Wang, Chuan and Fan, Haoqiang and Liu, Shuaicheng}, title = {Motion Basis Learning for Unsupervised Deep Homography Estimation With Subspace Projection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13117-13125} }

DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras

Yang Zheng,

Ruizhi Shao,

Yuxiang Zhang,

Tao Yu,

Zerong Zheng,

Qionghai Dai,

Yebin Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Yang and Shao, Ruizhi and Zhang, Yuxiang and Yu, Tao and Zheng, Zerong and Dai, Qionghai and Liu, Yebin}, title = {DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6239-6249} }

AI Choreographer: Music Conditioned 3D Dance Generation With AIST++

Ruilong Li,

Shan Yang,

David A. Ross,

Angjoo Kanazawa

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Ruilong and Yang, Shan and Ross, David A. and Kanazawa, Angjoo}, title = {AI Choreographer: Music Conditioned 3D Dance Generation With AIST++}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13401-13412} }

PU-EVA: An Edge-Vector Based Approximation Solution for Flexible-Scale Point Cloud Upsampling

Luqing Luo,

Lulu Tang,

Wanyi Zhou,

Shizheng Wang,

Zhi-Xin Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Luqing and Tang, Lulu and Zhou, Wanyi and Wang, Shizheng and Yang, Zhi-Xin}, title = {PU-EVA: An Edge-Vector Based Approximation Solution for Flexible-Scale Point Cloud Upsampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16208-16217} }

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting

Yanda Meng,

Hongrun Zhang,

Yitian Zhao,

Xiaoyun Yang,

Xuesheng Qian,

Xiaowei Huang,

Yalin Zheng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Yanda and Zhang, Hongrun and Zhao, Yitian and Yang, Xiaoyun and Qian, Xuesheng and Huang, Xiaowei and Zheng, Yalin}, title = {Spatial Uncertainty-Aware Semi-Supervised Crowd Counting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15549-15559} }

SurfGen: Adversarial 3D Shape Synthesis With Explicit Surface Discriminators

Andrew Luo,

Tianqin Li,

Wen-Hao Zhang,

Tai Sing Lee

[pdf]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Andrew and Li, Tianqin and Zhang, Wen-Hao and Lee, Tai Sing}, title = {SurfGen: Adversarial 3D Shape Synthesis With Explicit Surface Discriminators}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16238-16248} }

TransReID: Transformer-Based Object Re-Identification

Shuting He,

Hao Luo,

Pichao Wang,

Fan Wang,

Hao Li,

Wei Jiang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Shuting and Luo, Hao and Wang, Pichao and Wang, Fan and Li, Hao and Jiang, Wei}, title = {TransReID: Transformer-Based Object Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15013-15022} }

Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective

Philipp Benz,

Chaoning Zhang,

In So Kweon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Benz_2021_ICCV, author = {Benz, Philipp and Zhang, Chaoning and Kweon, In So}, title = {Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7818-7827} }

Foreground Activation Maps for Weakly Supervised Object Localization

Meng Meng,

Tianzhu Zhang,

Qi Tian,

Yongdong Zhang,

Feng Wu

[pdf]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Meng and Zhang, Tianzhu and Tian, Qi and Zhang, Yongdong and Wu, Feng}, title = {Foreground Activation Maps for Weakly Supervised Object Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3385-3395} }

Self-Mutual Distillation Learning for Continuous Sign Language Recognition

Aiming Hao,

Yuecong Min,

Xilin Chen

[pdf] [supp]

[bibtex]

@InProceedings{Hao_2021_ICCV, author = {Hao, Aiming and Min, Yuecong and Chen, Xilin}, title = {Self-Mutual Distillation Learning for Continuous Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11303-11312} }

SOMA: Solving Optical Marker-Based MoCap Automatically

Nima Ghorbani,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ghorbani_2021_ICCV, author = {Ghorbani, Nima and Black, Michael J.}, title = {SOMA: Solving Optical Marker-Based MoCap Automatically}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11117-11126} }

GLiT: Neural Architecture Search for Global and Local Image Transformer

Boyu Chen,

Peixia Li,

Chuming Li,

Baopu Li,

Lei Bai,

Chen Lin,

Ming Sun,

Junjie Yan,

Wanli Ouyang

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Boyu and Li, Peixia and Li, Chuming and Li, Baopu and Bai, Lei and Lin, Chen and Sun, Ming and Yan, Junjie and Ouyang, Wanli}, title = {GLiT: Neural Architecture Search for Global and Local Image Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12-21} }

In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces

Jinhui Xiong,

Wolfgang Heidrich

[pdf] [supp]

[bibtex]

@InProceedings{Xiong_2021_ICCV, author = {Xiong, Jinhui and Heidrich, Wolfgang}, title = {In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12558-12567} }

DeepCAD: A Deep Generative Network for Computer-Aided Design Models

Rundi Wu,

Chang Xiao,

Changxi Zheng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Rundi and Xiao, Chang and Zheng, Changxi}, title = {DeepCAD: A Deep Generative Network for Computer-Aided Design Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6772-6782} }

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli,

Ayan Chakrabarti,

Daniel Glasner,

Daliang Li,

Thomas Unterthiner,

Andreas Veit

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhojanapalli_2021_ICCV, author = {Bhojanapalli, Srinadh and Chakrabarti, Ayan and Glasner, Daniel and Li, Daliang and Unterthiner, Thomas and Veit, Andreas}, title = {Understanding Robustness of Transformers for Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10231-10241} }

Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views

Xin Wei,

Yifei Gong,

Fudong Wang,

Xing Sun,

Jian Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Xin and Gong, Yifei and Wang, Fudong and Sun, Xing and Sun, Jian}, title = {Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {407-416} }

Fourier Space Losses for Efficient Perceptual Image Super-Resolution

Dario Fuoli,

Luc Van Gool,

Radu Timofte

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fuoli_2021_ICCV, author = {Fuoli, Dario and Van Gool, Luc and Timofte, Radu}, title = {Fourier Space Losses for Efficient Perceptual Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2360-2369} }

A Backdoor Attack Against 3D Point Cloud Classifiers

Zhen Xiang,

David J. Miller,

Siheng Chen,

Xi Li,

George Kesidis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xiang_2021_ICCV, author = {Xiang, Zhen and Miller, David J. and Chen, Siheng and Li, Xi and Kesidis, George}, title = {A Backdoor Attack Against 3D Point Cloud Classifiers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7597-7607} }

Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation

Li Jiang,

Shaoshuai Shi,

Zhuotao Tian,

Xin Lai,

Shu Liu,

Chi-Wing Fu,

Jiaya Jia

[pdf] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Li and Shi, Shaoshuai and Tian, Zhuotao and Lai, Xin and Liu, Shu and Fu, Chi-Wing and Jia, Jiaya}, title = {Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6423-6432} }

Location-Aware Single Image Reflection Removal

Zheng Dong,

Ke Xu,

Yin Yang,

Hujun Bao,

Weiwei Xu,

Rynson W.H. Lau

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dong_2021_ICCV, author = {Dong, Zheng and Xu, Ke and Yang, Yin and Bao, Hujun and Xu, Weiwei and Lau, Rynson W.H.}, title = {Location-Aware Single Image Reflection Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5017-5026} }

Better Aggregation in Test-Time Augmentation

Divya Shanmugam,

Davis Blalock,

Guha Balakrishnan,

John Guttag

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shanmugam_2021_ICCV, author = {Shanmugam, Divya and Blalock, Davis and Balakrishnan, Guha and Guttag, John}, title = {Better Aggregation in Test-Time Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1214-1223} }

Self-Born Wiring for Neural Trees

Ying Chen,

Feng Mao,

Jie Song,

Xinchao Wang,

Huiqiong Wang,

Mingli Song

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Ying and Mao, Feng and Song, Jie and Wang, Xinchao and Wang, Huiqiong and Song, Mingli}, title = {Self-Born Wiring for Neural Trees}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5047-5056} }

DenseTNT: End-to-End Trajectory Prediction From Dense Goal Sets

Junru Gu,

Chen Sun,

Hang Zhao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Junru and Sun, Chen and Zhao, Hang}, title = {DenseTNT: End-to-End Trajectory Prediction From Dense Goal Sets}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15303-15312} }

Segmentation-Grounded Scene Graph Generation

Siddhesh Khandelwal,

Mohammed Suhail,

Leonid Sigal

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Khandelwal_2021_ICCV, author = {Khandelwal, Siddhesh and Suhail, Mohammed and Sigal, Leonid}, title = {Segmentation-Grounded Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15879-15889} }

Detector-Free Weakly Supervised Grounding by Separation

Assaf Arbelle,

Sivan Doveh,

Amit Alfassy,

Joseph Shtok,

Guy Lev,

Eli Schwartz,

Hilde Kuehne,

Hila Barak Levi,

Prasanna Sattigeri,

Rameswar Panda,

Chun-Fu (Richard) Chen,

Alex Bronstein,

Kate Saenko,

Shimon Ullman,

Raja Giryes,

Rogerio Feris,

Leonid Karlinsky

[pdf] [arXiv]

[bibtex]

@InProceedings{Arbelle_2021_ICCV, author = {Arbelle, Assaf and Doveh, Sivan and Alfassy, Amit and Shtok, Joseph and Lev, Guy and Schwartz, Eli and Kuehne, Hilde and Levi, Hila Barak and Sattigeri, Prasanna and Panda, Rameswar and Chen, Chun-Fu (Richard) and Bronstein, Alex and Saenko, Kate and Ullman, Shimon and Giryes, Raja and Feris, Rogerio and Karlinsky, Leonid}, title = {Detector-Free Weakly Supervised Grounding by Separation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1801-1812} }

Geography-Aware Self-Supervised Learning

Kumar Ayush,

Burak Uzkent,

Chenlin Meng,

Kumar Tanmay,

Marshall Burke,

David Lobell,

Stefano Ermon

[pdf] [arXiv]

[bibtex]

@InProceedings{Ayush_2021_ICCV, author = {Ayush, Kumar and Uzkent, Burak and Meng, Chenlin and Tanmay, Kumar and Burke, Marshall and Lobell, David and Ermon, Stefano}, title = {Geography-Aware Self-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10181-10190} }

CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations

Mohammadreza Zolfaghari,

Yi Zhu,

Peter Gehler,

Thomas Brox

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zolfaghari_2021_ICCV, author = {Zolfaghari, Mohammadreza and Zhu, Yi and Gehler, Peter and Brox, Thomas}, title = {CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1450-1459} }

Shape-Aware Multi-Person Pose Estimation From Multi-View Images

Zijian Dong,

Jie Song,

Xu Chen,

Chen Guo,

Otmar Hilliges

[pdf] [arXiv]

[bibtex]

@InProceedings{Dong_2021_ICCV, author = {Dong, Zijian and Song, Jie and Chen, Xu and Guo, Chen and Hilliges, Otmar}, title = {Shape-Aware Multi-Person Pose Estimation From Multi-View Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11158-11168} }

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son,

Junyong Lee,

Sunghyun Cho,

Seungyong Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Son_2021_ICCV, author = {Son, Hyeongseok and Lee, Junyong and Cho, Sunghyun and Lee, Seungyong}, title = {Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2642-2650} }

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems

Edwin Vargas,

Julien N. P. Martel,

Gordon Wetzstein,

Henry Arguello

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Vargas_2021_ICCV, author = {Vargas, Edwin and Martel, Julien N. P. and Wetzstein, Gordon and Arguello, Henry}, title = {Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2692-2702} }

Motion-Aware Dynamic Architecture for Efficient Frame Interpolation

Myungsub Choi,

Suyoung Lee,

Heewon Kim,

Kyoung Mu Lee

[pdf] [supp]

[bibtex]

@InProceedings{Choi_2021_ICCV, author = {Choi, Myungsub and Lee, Suyoung and Kim, Heewon and Lee, Kyoung Mu}, title = {Motion-Aware Dynamic Architecture for Efficient Frame Interpolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13839-13848} }

Contrasting Contrastive Self-Supervised Representation Learning Pipelines

Klemen Kotar,

Gabriel Ilharco,

Ludwig Schmidt,

Kiana Ehsani,

Roozbeh Mottaghi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kotar_2021_ICCV, author = {Kotar, Klemen and Ilharco, Gabriel and Schmidt, Ludwig and Ehsani, Kiana and Mottaghi, Roozbeh}, title = {Contrasting Contrastive Self-Supervised Representation Learning Pipelines}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9949-9959} }

Normalized Human Pose Features for Human Action Video Alignment

Jingyuan Liu,

Mingyi Shi,

Qifeng Chen,

Hongbo Fu,

Chiew-Lan Tai

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Jingyuan and Shi, Mingyi and Chen, Qifeng and Fu, Hongbo and Tai, Chiew-Lan}, title = {Normalized Human Pose Features for Human Action Video Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11521-11531} }

Learning Hierarchical Graph Neural Networks for Image Clustering

Yifan Xing,

Tong He,

Tianjun Xiao,

Yongxin Wang,

Yuanjun Xiong,

Wei Xia,

David Wipf,

Zheng Zhang,

Stefano Soatto

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xing_2021_ICCV, author = {Xing, Yifan and He, Tong and Xiao, Tianjun and Wang, Yongxin and Xiong, Yuanjun and Xia, Wei and Wipf, David and Zhang, Zheng and Soatto, Stefano}, title = {Learning Hierarchical Graph Neural Networks for Image Clustering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3467-3477} }

Indoor Scene Generation From a Collection of Semantic-Segmented Depth Images

Ming-Jia Yang,

Yu-Xiao Guo,

Bin Zhou,

Xin Tong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Ming-Jia and Guo, Yu-Xiao and Zhou, Bin and Tong, Xin}, title = {Indoor Scene Generation From a Collection of Semantic-Segmented Depth Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15203-15212} }

Keypoint Communities

Duncan Zauss,

Sven Kreiss,

Alexandre Alahi

[pdf] [arXiv]

[bibtex]

@InProceedings{Zauss_2021_ICCV, author = {Zauss, Duncan and Kreiss, Sven and Alahi, Alexandre}, title = {Keypoint Communities}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11057-11066} }

Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner?

Lijun Wang,

Yifan Wang,

Linzhao Wang,

Yunlong Zhan,

Ying Wang,

Huchuan Lu

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Lijun and Wang, Yifan and Wang, Linzhao and Zhan, Yunlong and Wang, Ying and Lu, Huchuan}, title = {Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12727-12736} }

Multi-Task Self-Training for Learning General Representations

Golnaz Ghiasi,

Barret Zoph,

Ekin D. Cubuk,

Quoc V. Le,

Tsung-Yi Lin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ghiasi_2021_ICCV, author = {Ghiasi, Golnaz and Zoph, Barret and Cubuk, Ekin D. and Le, Quoc V. and Lin, Tsung-Yi}, title = {Multi-Task Self-Training for Learning General Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8856-8865} }

Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement

Chuanjun Zheng,

Daming Shi,

Wentian Shi

[pdf] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Chuanjun and Shi, Daming and Shi, Wentian}, title = {Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4439-4448} }

Training Weakly Supervised Video Frame Interpolation With Events

Zhiyang Yu,

Yu Zhang,

Deyuan Liu,

Dongqing Zou,

Xijun Chen,

Yebin Liu,

Jimmy S. Ren

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Zhiyang and Zhang, Yu and Liu, Deyuan and Zou, Dongqing and Chen, Xijun and Liu, Yebin and Ren, Jimmy S.}, title = {Training Weakly Supervised Video Frame Interpolation With Events}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14589-14598} }

TransView: Inside, Outside, and Across the Cropping View Boundaries

Zhiyu Pan,

Zhiguo Cao,

Kewei Wang,

Hao Lu,

Weicai Zhong

[pdf]

[bibtex]

@InProceedings{Pan_2021_ICCV, author = {Pan, Zhiyu and Cao, Zhiguo and Wang, Kewei and Lu, Hao and Zhong, Weicai}, title = {TransView: Inside, Outside, and Across the Cropping View Boundaries}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4218-4227} }

Vis2Mesh: Efficient Mesh Reconstruction From Unstructured Point Clouds of Large Scenes With Learned Virtual View Visibility

Shuang Song,

Zhaopeng Cui,

Rongjun Qin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Shuang and Cui, Zhaopeng and Qin, Rongjun}, title = {Vis2Mesh: Efficient Mesh Reconstruction From Unstructured Point Clouds of Large Scenes With Learned Virtual View Visibility}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6514-6524} }

ID-Reveal: Identity-Aware DeepFake Video Detection

Davide Cozzolino,

Andreas Rössler,

Justus Thies,

Matthias Nießner,

Luisa Verdoliva

[pdf] [supp]

[bibtex]

@InProceedings{Cozzolino_2021_ICCV, author = {Cozzolino, Davide and R\"ossler, Andreas and Thies, Justus and Nie{\ss}ner, Matthias and Verdoliva, Luisa}, title = {ID-Reveal: Identity-Aware DeepFake Video Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15108-15117} }

GAN-Control: Explicitly Controllable GANs

Alon Shoshan,

Nadav Bhonker,

Igor Kviatkovsky,

Gérard Medioni

[pdf] [supp]

[bibtex]

@InProceedings{Shoshan_2021_ICCV, author = {Shoshan, Alon and Bhonker, Nadav and Kviatkovsky, Igor and Medioni, G\'erard}, title = {GAN-Control: Explicitly Controllable GANs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14083-14093} }

A Closer Look at Rotation-Invariant Deep Point Cloud Analysis

Feiran Li,

Kent Fujiwara,

Fumio Okura,

Yasuyuki Matsushita

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Feiran and Fujiwara, Kent and Okura, Fumio and Matsushita, Yasuyuki}, title = {A Closer Look at Rotation-Invariant Deep Point Cloud Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16218-16227} }

Relating Adversarially Robust Generalization to Flat Minima

David Stutz,

Matthias Hein,

Bernt Schiele

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Stutz_2021_ICCV, author = {Stutz, David and Hein, Matthias and Schiele, Bernt}, title = {Relating Adversarially Robust Generalization to Flat Minima}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7807-7817} }

Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation

Xin Jin,

Cuiling Lan,

Wenjun Zeng,

Zhibo Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jin_2021_ICCV, author = {Jin, Xin and Lan, Cuiling and Zeng, Wenjun and Chen, Zhibo}, title = {Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9174-9183} }

Learning To Adversarially Blur Visual Object Tracking

Qing Guo,

Ziyi Cheng,

Felix Juefei-Xu,

Lei Ma,

Xiaofei Xie,

Yang Liu,

Jianjun Zhao

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Qing and Cheng, Ziyi and Juefei-Xu, Felix and Ma, Lei and Xie, Xiaofei and Liu, Yang and Zhao, Jianjun}, title = {Learning To Adversarially Blur Visual Object Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10839-10848} }

Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier

Arkabandhu Chowdhury,

Mingchao Jiang,

Swarat Chaudhuri,

Chris Jermaine

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chowdhury_2021_ICCV, author = {Chowdhury, Arkabandhu and Jiang, Mingchao and Chaudhuri, Swarat and Jermaine, Chris}, title = {Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9445-9454} }

COMISR: Compression-Informed Video Super-Resolution

Yinxiao Li,

Pengchong Jin,

Feng Yang,

Ce Liu,

Ming-Hsuan Yang,

Peyman Milanfar

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yinxiao and Jin, Pengchong and Yang, Feng and Liu, Ce and Yang, Ming-Hsuan and Milanfar, Peyman}, title = {COMISR: Compression-Informed Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2543-2552} }

Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection

Adrian Bulat,

Georgios Tzimiropoulos

[pdf] [supp]

[bibtex]

@InProceedings{Bulat_2021_ICCV, author = {Bulat, Adrian and Tzimiropoulos, Georgios}, title = {Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5188-5197} }

Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance

Nian Liu,

Wangbo Zhao,

Dingwen Zhang,

Junwei Han,

Ling Shao

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Nian and Zhao, Wangbo and Zhang, Dingwen and Han, Junwei and Shao, Ling}, title = {Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4712-4721} }

Finding Representative Interpretations on Convolutional Neural Networks

Peter Cho-Ho Lam,

Lingyang Chu,

Maxim Torgonskiy,

Jian Pei,

Yong Zhang,

Lanjun Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lam_2021_ICCV, author = {Lam, Peter Cho-Ho and Chu, Lingyang and Torgonskiy, Maxim and Pei, Jian and Zhang, Yong and Wang, Lanjun}, title = {Finding Representative Interpretations on Convolutional Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1345-1354} }

AINet: Association Implantation for Superpixel Segmentation

Yaxiong Wang,

Yunchao Wei,

Xueming Qian,

Li Zhu,

Yi Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yaxiong and Wei, Yunchao and Qian, Xueming and Zhu, Li and Yang, Yi}, title = {AINet: Association Implantation for Superpixel Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7078-7087} }

An Asynchronous Kalman Filter for Hybrid Event Cameras

Ziwei Wang,

Yonhon Ng,

Cedric Scheerlinck,

Robert Mahony

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ziwei and Ng, Yonhon and Scheerlinck, Cedric and Mahony, Robert}, title = {An Asynchronous Kalman Filter for Hybrid Event Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {448-457} }

Orthogonal Projection Loss

Kanchana Ranasinghe,

Muzammal Naseer,

Munawar Hayat,

Salman Khan,

Fahad Shahbaz Khan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ranasinghe_2021_ICCV, author = {Ranasinghe, Kanchana and Naseer, Muzammal and Hayat, Munawar and Khan, Salman and Khan, Fahad Shahbaz}, title = {Orthogonal Projection Loss}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12333-12343} }

Deep Virtual Markers for Articulated 3D Shapes

Hyomin Kim,

Jungeon Kim,

Jaewon Kam,

Jaesik Park,

Seungyong Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Hyomin and Kim, Jungeon and Kam, Jaewon and Park, Jaesik and Lee, Seungyong}, title = {Deep Virtual Markers for Articulated 3D Shapes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11615-11625} }

Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search

Zheng Zhan,

Yifan Gong,

Pu Zhao,

Geng Yuan,

Wei Niu,

Yushu Wu,

Tianyun Zhang,

Malith Jayaweera,

David Kaeli,

Bin Ren,

Xue Lin,

Yanzhi Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhan_2021_ICCV, author = {Zhan, Zheng and Gong, Yifan and Zhao, Pu and Yuan, Geng and Niu, Wei and Wu, Yushu and Zhang, Tianyun and Jayaweera, Malith and Kaeli, David and Ren, Bin and Lin, Xue and Wang, Yanzhi}, title = {Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4821-4831} }

One-Pass Multi-View Clustering for Large-Scale Data

Jiyuan Liu,

Xinwang Liu,

Yuexiang Yang,

Li Liu,

Siqi Wang,

Weixuan Liang,

Jiangyong Shi

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Jiyuan and Liu, Xinwang and Yang, Yuexiang and Liu, Li and Wang, Siqi and Liang, Weixuan and Shi, Jiangyong}, title = {One-Pass Multi-View Clustering for Large-Scale Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12344-12353} }

Knowledge-Enriched Distributional Model Inversion Attacks

Si Chen,

Mostafa Kahla,

Ruoxi Jia,

Guo-Jun Qi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Si and Kahla, Mostafa and Jia, Ruoxi and Qi, Guo-Jun}, title = {Knowledge-Enriched Distributional Model Inversion Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16178-16187} }

Z-Score Normalization, Hubness, and Few-Shot Learning

Nanyi Fei,

Yizhao Gao,

Zhiwu Lu,

Tao Xiang

[pdf]

[bibtex]

@InProceedings{Fei_2021_ICCV, author = {Fei, Nanyi and Gao, Yizhao and Lu, Zhiwu and Xiang, Tao}, title = {Z-Score Normalization, Hubness, and Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {142-151} }

Dense Interaction Learning for Video-Based Person Re-Identification

Tianyu He,

Xin Jin,

Xu Shen,

Jianqiang Huang,

Zhibo Chen,

Xian-Sheng Hua

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Tianyu and Jin, Xin and Shen, Xu and Huang, Jianqiang and Chen, Zhibo and Hua, Xian-Sheng}, title = {Dense Interaction Learning for Video-Based Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1490-1501} }

M3D-VTON: A Monocular-to-3D Virtual Try-On Network

Fuwei Zhao,

Zhenyu Xie,

Michael Kampffmeyer,

Haoye Dong,

Songfang Han,

Tianxiang Zheng,

Tao Zhang,

Xiaodan Liang

[pdf] [supp]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Fuwei and Xie, Zhenyu and Kampffmeyer, Michael and Dong, Haoye and Han, Songfang and Zheng, Tianxiang and Zhang, Tao and Liang, Xiaodan}, title = {M3D-VTON: A Monocular-to-3D Virtual Try-On Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13239-13249} }

Explanations for Occluded Images

Hana Chockler,

Daniel Kroening,

Youcheng Sun

[pdf] [arXiv]

[bibtex]

@InProceedings{Chockler_2021_ICCV, author = {Chockler, Hana and Kroening, Daniel and Sun, Youcheng}, title = {Explanations for Occluded Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1234-1243} }

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution

Kai Zhang,

Jingyun Liang,

Luc Van Gool,

Radu Timofte

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Kai and Liang, Jingyun and Van Gool, Luc and Timofte, Radu}, title = {Designing a Practical Degradation Model for Deep Blind Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4791-4800} }

Unshuffling Data for Improved Generalization in Visual Question Answering

Damien Teney,

Ehsan Abbasnejad,

Anton van den Hengel

[pdf]

[bibtex]

@InProceedings{Teney_2021_ICCV, author = {Teney, Damien and Abbasnejad, Ehsan and van den Hengel, Anton}, title = {Unshuffling Data for Improved Generalization in Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1417-1427} }

Architecture Disentanglement for Deep Neural Networks

Jie Hu,

Liujuan Cao,

Tong Tong,

Qixiang Ye,

Shengchuan Zhang,

Ke Li,

Feiyue Huang,

Ling Shao,

Rongrong Ji

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Jie and Cao, Liujuan and Tong, Tong and Ye, Qixiang and Zhang, Shengchuan and Li, Ke and Huang, Feiyue and Shao, Ling and Ji, Rongrong}, title = {Architecture Disentanglement for Deep Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {672-681} }

Instances As Queries

Yuxin Fang,

Shusheng Yang,

Xinggang Wang,

Yu Li,

Chen Fang,

Ying Shan,

Bin Feng,

Wenyu Liu

[pdf]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Yuxin and Yang, Shusheng and Wang, Xinggang and Li, Yu and Fang, Chen and Shan, Ying and Feng, Bin and Liu, Wenyu}, title = {Instances As Queries}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6910-6919} }

Omni-GAN: On the Secrets of cGANs and Beyond

Peng Zhou,

Lingxi Xie,

Bingbing Ni,

Cong Geng,

Qi Tian

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Peng and Xie, Lingxi and Ni, Bingbing and Geng, Cong and Tian, Qi}, title = {Omni-GAN: On the Secrets of cGANs and Beyond}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14061-14071} }

ACDC: The Adverse Conditions Dataset With Correspondences for Semantic Driving Scene Understanding

Christos Sakaridis,

Dengxin Dai,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sakaridis_2021_ICCV, author = {Sakaridis, Christos and Dai, Dengxin and Van Gool, Luc}, title = {ACDC: The Adverse Conditions Dataset With Correspondences for Semantic Driving Scene Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10765-10775} }

Improving De-Raining Generalization via Neural Reorganization

Jie Xiao,

Man Zhou,

Xueyang Fu,

Aiping Liu,

Zheng-Jun Zha

[pdf] [supp]

[bibtex]

@InProceedings{Xiao_2021_ICCV, author = {Xiao, Jie and Zhou, Man and Fu, Xueyang and Liu, Aiping and Zha, Zheng-Jun}, title = {Improving De-Raining Generalization via Neural Reorganization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4987-4996} }

3D Shape Generation and Completion Through Point-Voxel Diffusion

Linqi Zhou,

Yilun Du,

Jiajun Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Linqi and Du, Yilun and Wu, Jiajun}, title = {3D Shape Generation and Completion Through Point-Voxel Diffusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5826-5835} }

Temporal Knowledge Consistency for Unsupervised Visual Representation Learning

Weixin Feng,

Yuanjiang Wang,

Lihua Ma,

Ye Yuan,

Chi Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Weixin and Wang, Yuanjiang and Ma, Lihua and Yuan, Ye and Zhang, Chi}, title = {Temporal Knowledge Consistency for Unsupervised Visual Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10170-10180} }

Self-Conditioned Probabilistic Learning of Video Rescaling

Yuan Tian,

Guo Lu,

Xiongkuo Min,

Zhaohui Che,

Guangtao Zhai,

Guodong Guo,

Zhiyong Gao

[pdf] [arXiv]

[bibtex]

@InProceedings{Tian_2021_ICCV, author = {Tian, Yuan and Lu, Guo and Min, Xiongkuo and Che, Zhaohui and Zhai, Guangtao and Guo, Guodong and Gao, Zhiyong}, title = {Self-Conditioned Probabilistic Learning of Video Rescaling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4490-4499} }

Unsupervised Image Generation With Infinite Generative Adversarial Networks

Hui Ying,

He Wang,

Tianjia Shao,

Yin Yang,

Kun Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ying_2021_ICCV, author = {Ying, Hui and Wang, He and Shao, Tianjia and Yang, Yin and Zhou, Kun}, title = {Unsupervised Image Generation With Infinite Generative Adversarial Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14284-14293} }

SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation

Kai Chen,

Qi Dou

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Kai and Dou, Qi}, title = {SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2773-2782} }

Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories

Songtao He,

Mohammad Amin Sadeghi,

Sanjay Chawla,

Mohammad Alizadeh,

Hari Balakrishnan,

Samuel Madden

[pdf]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Songtao and Sadeghi, Mohammad Amin and Chawla, Sanjay and Alizadeh, Mohammad and Balakrishnan, Hari and Madden, Samuel}, title = {Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11977-11985} }

Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval

Young Kyun Jang,

Nam Ik Cho

[pdf] [arXiv]

[bibtex]

@InProceedings{Jang_2021_ICCV, author = {Jang, Young Kyun and Cho, Nam Ik}, title = {Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12085-12094} }

On Equivariant and Invariant Learning of Object Landmark Representations

Zezhou Cheng,

Jong-Chyi Su,

Subhransu Maji

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Zezhou and Su, Jong-Chyi and Maji, Subhransu}, title = {On Equivariant and Invariant Learning of Object Landmark Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9897-9906} }

Rethinking Deep Image Prior for Denoising

Yeonsik Jo,

Se Young Chun,

Jonghyun Choi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jo_2021_ICCV, author = {Jo, Yeonsik and Chun, Se Young and Choi, Jonghyun}, title = {Rethinking Deep Image Prior for Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5087-5096} }

VariTex: Variational Neural Face Textures

Marcel C. Bühler,

Abhimitra Meka,

Gengyan Li,

Thabo Beeler,

Otmar Hilliges

[pdf] [supp]

[bibtex]

@InProceedings{Buhler_2021_ICCV, author = {B\"uhler, Marcel C. and Meka, Abhimitra and Li, Gengyan and Beeler, Thabo and Hilliges, Otmar}, title = {VariTex: Variational Neural Face Textures}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13890-13899} }

Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation

Qin Wang,

Dengxin Dai,

Lukas Hoyer,

Luc Van Gool,

Olga Fink

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Qin and Dai, Dengxin and Hoyer, Lukas and Van Gool, Luc and Fink, Olga}, title = {Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8515-8525} }

The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video

John Gideon,

Simon Stent

[pdf] [supp]

[bibtex]

@InProceedings{Gideon_2021_ICCV, author = {Gideon, John and Stent, Simon}, title = {The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3995-4004} }

IICNet: A Generic Framework for Reversible Image Conversion

Ka Leong Cheng,

Yueqi Xie,

Qifeng Chen

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Ka Leong and Xie, Yueqi and Chen, Qifeng}, title = {IICNet: A Generic Framework for Reversible Image Conversion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1991-2000} }

Deep Hough Voting for Robust Global Registration

Junha Lee,

Seungwook Kim,

Minsu Cho,

Jaesik Park

[pdf] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Junha and Kim, Seungwook and Cho, Minsu and Park, Jaesik}, title = {Deep Hough Voting for Robust Global Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15994-16003} }

Image Synthesis From Layout With Locality-Aware Mask Adaption

Zejian Li,

Jingyu Wu,

Immanuel Koh,

Yongchuan Tang,

Lingyun Sun

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zejian and Wu, Jingyu and Koh, Immanuel and Tang, Yongchuan and Sun, Lingyun}, title = {Image Synthesis From Layout With Locality-Aware Mask Adaption}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13819-13828} }

Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting

Anna Kukleva,

Hilde Kuehne,

Bernt Schiele

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kukleva_2021_ICCV, author = {Kukleva, Anna and Kuehne, Hilde and Schiele, Bernt}, title = {Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9020-9029} }

Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace

Zhiyi Pan,

Peng Jiang,

Yunhai Wang,

Changhe Tu,

Anthony G. Cohn

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pan_2021_ICCV, author = {Pan, Zhiyi and Jiang, Peng and Wang, Yunhai and Tu, Changhe and Cohn, Anthony G.}, title = {Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7416-7425} }

Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency

Zhipeng Luo,

Zhongang Cai,

Changqing Zhou,

Gongjie Zhang,

Haiyu Zhao,

Shuai Yi,

Shijian Lu,

Hongsheng Li,

Shanghang Zhang,

Ziwei Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Zhipeng and Cai, Zhongang and Zhou, Changqing and Zhang, Gongjie and Zhao, Haiyu and Yi, Shuai and Lu, Shijian and Li, Hongsheng and Zhang, Shanghang and Liu, Ziwei}, title = {Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8866-8875} }

Transporting Causal Mechanisms for Unsupervised Domain Adaptation

Zhongqi Yue,

Qianru Sun,

Xian-Sheng Hua,

Hanwang Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yue_2021_ICCV, author = {Yue, Zhongqi and Sun, Qianru and Hua, Xian-Sheng and Zhang, Hanwang}, title = {Transporting Causal Mechanisms for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8599-8608} }

Learning To Estimate Hidden Motions With Global Motion Aggregation

Shihao Jiang,

Dylan Campbell,

Yao Lu,

Hongdong Li,

Richard Hartley

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Shihao and Campbell, Dylan and Lu, Yao and Li, Hongdong and Hartley, Richard}, title = {Learning To Estimate Hidden Motions With Global Motion Aggregation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9772-9781} }

Predicting With Confidence on Unseen Distributions

Devin Guillory,

Vaishaal Shankar,

Sayna Ebrahimi,

Trevor Darrell,

Ludwig Schmidt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guillory_2021_ICCV, author = {Guillory, Devin and Shankar, Vaishaal and Ebrahimi, Sayna and Darrell, Trevor and Schmidt, Ludwig}, title = {Predicting With Confidence on Unseen Distributions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1134-1144} }

TAM: Temporal Adaptive Module for Video Recognition

Zhaoyang Liu,

Limin Wang,

Wayne Wu,

Chen Qian,

Tong Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zhaoyang and Wang, Limin and Wu, Wayne and Qian, Chen and Lu, Tong}, title = {TAM: Temporal Adaptive Module for Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13708-13718} }

Generating Masks From Boxes by Mining Spatio-Temporal Consistencies in Videos

Bin Zhao,

Goutam Bhat,

Martin Danelljan,

Luc Van Gool,

Radu Timofte

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Bin and Bhat, Goutam and Danelljan, Martin and Van Gool, Luc and Timofte, Radu}, title = {Generating Masks From Boxes by Mining Spatio-Temporal Consistencies in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13556-13566} }

TRAR: Routing the Attention Spans in Transformer for Visual Question Answering

Yiyi Zhou,

Tianhe Ren,

Chaoyang Zhu,

Xiaoshuai Sun,

Jianzhuang Liu,

Xinghao Ding,

Mingliang Xu,

Rongrong Ji

[pdf]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yiyi and Ren, Tianhe and Zhu, Chaoyang and Sun, Xiaoshuai and Liu, Jianzhuang and Ding, Xinghao and Xu, Mingliang and Ji, Rongrong}, title = {TRAR: Routing the Attention Spans in Transformer for Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2074-2084} }

Embed Me if You Can: A Geometric Perceptron

Pavlo Melnyk,

Michael Felsberg,

Mårten Wadenbäck

[pdf] [supp]

[bibtex]

@InProceedings{Melnyk_2021_ICCV, author = {Melnyk, Pavlo and Felsberg, Michael and Wadenb\"ack, M\r{a}rten}, title = {Embed Me if You Can: A Geometric Perceptron}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1276-1284} }

Learning Rare Category Classifiers on a Tight Labeling Budget

Ravi Teja Mullapudi,

Fait Poms,

William R. Mark,

Deva Ramanan,

Kayvon Fatahalian

[pdf] [supp]

[bibtex]

@InProceedings{Mullapudi_2021_ICCV, author = {Mullapudi, Ravi Teja and Poms, Fait and Mark, William R. and Ramanan, Deva and Fatahalian, Kayvon}, title = {Learning Rare Category Classifiers on a Tight Labeling Budget}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8423-8432} }

Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation

Chi-Chong Wong,

Chi-Man Vong

[pdf]

[bibtex]

@InProceedings{Wong_2021_ICCV, author = {Wong, Chi-Chong and Vong, Chi-Man}, title = {Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7098-7107} }

Hybrid Neural Fusion for Full-Frame Video Stabilization

Yu-Lun Liu,

Wei-Sheng Lai,

Ming-Hsuan Yang,

Yung-Yu Chuang,

Jia-Bin Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yu-Lun and Lai, Wei-Sheng and Yang, Ming-Hsuan and Chuang, Yung-Yu and Huang, Jia-Bin}, title = {Hybrid Neural Fusion for Full-Frame Video Stabilization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2299-2308} }

HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise

Souvik Kundu,

Massoud Pedram,

Peter A. Beerel

[pdf] [supp]

[bibtex]

@InProceedings{Kundu_2021_ICCV, author = {Kundu, Souvik and Pedram, Massoud and Beerel, Peter A.}, title = {HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5209-5218} }

CDNet: Centripetal Direction Network for Nuclear Instance Segmentation

Hongliang He,

Zhongyi Huang,

Yao Ding,

Guoli Song,

Lin Wang,

Qian Ren,

Pengxu Wei,

Zhiqiang Gao,

Jie Chen

[pdf]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Hongliang and Huang, Zhongyi and Ding, Yao and Song, Guoli and Wang, Lin and Ren, Qian and Wei, Pengxu and Gao, Zhiqiang and Chen, Jie}, title = {CDNet: Centripetal Direction Network for Nuclear Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4026-4035} }

3D Human Texture Estimation From a Single Image With Transformers

Xiangyu Xu,

Chen Change Loy

[pdf] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Xiangyu and Loy, Chen Change}, title = {3D Human Texture Estimation From a Single Image With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13849-13858} }

The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation

Xiaoming Zhao,

Harsh Agrawal,

Dhruv Batra,

Alexander G. Schwing

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Xiaoming and Agrawal, Harsh and Batra, Dhruv and Schwing, Alexander G.}, title = {The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16127-16136} }

Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning

Eli Verwimp,

Matthias De Lange,

Tinne Tuytelaars

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Verwimp_2021_ICCV, author = {Verwimp, Eli and De Lange, Matthias and Tuytelaars, Tinne}, title = {Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9385-9394} }

Group-Free 3D Object Detection via Transformers

Ze Liu,

Zheng Zhang,

Yue Cao,

Han Hu,

Xin Tong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Ze and Zhang, Zheng and Cao, Yue and Hu, Han and Tong, Xin}, title = {Group-Free 3D Object Detection via Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2949-2958} }

Discover the Unknown Biased Attribute of an Image Classifier

Zhiheng Li,

Chenliang Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zhiheng and Xu, Chenliang}, title = {Discover the Unknown Biased Attribute of an Image Classifier}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14970-14979} }

Learn To Cluster Faces via Pairwise Classification

Junfu Liu,

Di Qiu,

Pengfei Yan,

Xiaolin Wei

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Junfu and Qiu, Di and Yan, Pengfei and Wei, Xiaolin}, title = {Learn To Cluster Faces via Pairwise Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3845-3853} }

DAE-GAN: Dynamic Aspect-Aware GAN for Text-to-Image Synthesis

Shulan Ruan,

Yong Zhang,

Kun Zhang,

Yanbo Fan,

Fan Tang,

Qi Liu,

Enhong Chen

[pdf] [supp]

[bibtex]

@InProceedings{Ruan_2021_ICCV, author = {Ruan, Shulan and Zhang, Yong and Zhang, Kun and Fan, Yanbo and Tang, Fan and Liu, Qi and Chen, Enhong}, title = {DAE-GAN: Dynamic Aspect-Aware GAN for Text-to-Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13960-13969} }

Learning Facial Representations From the Cycle-Consistency of Face

Jia-Ren Chang,

Yong-Sheng Chen,

Wei-Chen Chiu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chang_2021_ICCV, author = {Chang, Jia-Ren and Chen, Yong-Sheng and Chiu, Wei-Chen}, title = {Learning Facial Representations From the Cycle-Consistency of Face}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9680-9689} }

Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation

Jiaqi Gu,

Hanqing Zhu,

Chenghao Feng,

Mingjie Liu,

Zixuan Jiang,

Ray T. Chen,

David Z. Pan

[pdf] [arXiv]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Jiaqi and Zhu, Hanqing and Feng, Chenghao and Liu, Mingjie and Jiang, Zixuan and Chen, Ray T. and Pan, David Z.}, title = {Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5229-5238} }

Greedy Gradient Ensemble for Robust Visual Question Answering

Xinzhe Han,

Shuhui Wang,

Chi Su,

Qingming Huang,

Qi Tian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Xinzhe and Wang, Shuhui and Su, Chi and Huang, Qingming and Tian, Qi}, title = {Greedy Gradient Ensemble for Robust Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1584-1593} }

Influence Selection for Active Learning

Zhuoming Liu,

Hao Ding,

Huaping Zhong,

Weijia Li,

Jifeng Dai,

Conghui He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zhuoming and Ding, Hao and Zhong, Huaping and Li, Weijia and Dai, Jifeng and He, Conghui}, title = {Influence Selection for Active Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9274-9283} }

Visual Alignment Constraint for Continuous Sign Language Recognition

Yuecong Min,

Aiming Hao,

Xiujuan Chai,

Xilin Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Min_2021_ICCV, author = {Min, Yuecong and Hao, Aiming and Chai, Xiujuan and Chen, Xilin}, title = {Visual Alignment Constraint for Continuous Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11542-11551} }

On the Hidden Treasure of Dialog in Video Question Answering

Deniz Engin,

François Schnitzler,

Ngoc Q. K. Duong,

Yannis Avrithis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Engin_2021_ICCV, author = {Engin, Deniz and Schnitzler, Fran\c{c}ois and Duong, Ngoc Q. K. and Avrithis, Yannis}, title = {On the Hidden Treasure of Dialog in Video Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2064-2073} }

From Culture to Clothing: Discovering the World Events Behind a Century of Fashion Images

Wei-Lin Hsiao,

Kristen Grauman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hsiao_2021_ICCV, author = {Hsiao, Wei-Lin and Grauman, Kristen}, title = {From Culture to Clothing: Discovering the World Events Behind a Century of Fashion Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1066-1075} }

Contextually Plausible and Diverse 3D Human Motion Prediction

Sadegh Aliakbarian,

Fatemeh Saleh,

Lars Petersson,

Stephen Gould,

Mathieu Salzmann

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Aliakbarian_2021_ICCV, author = {Aliakbarian, Sadegh and Saleh, Fatemeh and Petersson, Lars and Gould, Stephen and Salzmann, Mathieu}, title = {Contextually Plausible and Diverse 3D Human Motion Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11333-11342} }

BN-NAS: Neural Architecture Search With Batch Normalization

Boyu Chen,

Peixia Li,

Baopu Li,

Chen Lin,

Chuming Li,

Ming Sun,

Junjie Yan,

Wanli Ouyang

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Boyu and Li, Peixia and Li, Baopu and Lin, Chen and Li, Chuming and Sun, Ming and Yan, Junjie and Ouyang, Wanli}, title = {BN-NAS: Neural Architecture Search With Batch Normalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {307-316} }

Condensing a Sequence to One Informative Frame for Video Recognition

Zhaofan Qiu,

Ting Yao,

Yan Shu,

Chong-Wah Ngo,

Tao Mei

[pdf]

[bibtex]

@InProceedings{Qiu_2021_ICCV, author = {Qiu, Zhaofan and Yao, Ting and Shu, Yan and Ngo, Chong-Wah and Mei, Tao}, title = {Condensing a Sequence to One Informative Frame for Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16311-16320} }

The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention

Ewa M. Nowara,

Daniel McDuff,

Ashok Veeraraghavan

[pdf] [supp]

[bibtex]

@InProceedings{Nowara_2021_ICCV, author = {Nowara, Ewa M. and McDuff, Daniel and Veeraraghavan, Ashok}, title = {The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4955-4964} }

Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation

Huisi Wu,

Guilian Chen,

Zhenkun Wen,

Jing Qin

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Huisi and Chen, Guilian and Wen, Zhenkun and Qin, Jing}, title = {Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3489-3498} }

Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings

Viraj Prabhu,

Arjun Chandrasekaran,

Kate Saenko,

Judy Hoffman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Prabhu_2021_ICCV, author = {Prabhu, Viraj and Chandrasekaran, Arjun and Saenko, Kate and Hoffman, Judy}, title = {Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8505-8514} }

Detail Me More: Improving GAN's Photo-Realism of Complex Scenes

Raghudeep Gadde,

Qianli Feng,

Aleix M. Martinez

[pdf] [supp]

[bibtex]

@InProceedings{Gadde_2021_ICCV, author = {Gadde, Raghudeep and Feng, Qianli and Martinez, Aleix M.}, title = {Detail Me More: Improving GAN's Photo-Realism of Complex Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13950-13959} }

Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective

Jiarui Xu,

Xiaolong Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jiarui and Wang, Xiaolong}, title = {Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10075-10085} }

Event Stream Super-Resolution via Spatiotemporal Constraint Learning

Siqi Li,

Yutong Feng,

Yipeng Li,

Yu Jiang,

Changqing Zou,

Yue Gao

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Siqi and Feng, Yutong and Li, Yipeng and Jiang, Yu and Zou, Changqing and Gao, Yue}, title = {Event Stream Super-Resolution via Spatiotemporal Constraint Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4480-4489} }

PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric

Jingwei Huang,

Yanfeng Zhang,

Mingwei Sun

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Jingwei and Zhang, Yanfeng and Sun, Mingwei}, title = {PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15343-15353} }

FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting

Rui Liu,

Hanming Deng,

Yangyi Huang,

Xiaoyu Shi,

Lewei Lu,

Wenxiu Sun,

Xiaogang Wang,

Jifeng Dai,

Hongsheng Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Rui and Deng, Hanming and Huang, Yangyi and Shi, Xiaoyu and Lu, Lewei and Sun, Wenxiu and Wang, Xiaogang and Dai, Jifeng and Li, Hongsheng}, title = {FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14040-14049} }

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation

Yuhang Zang,

Chen Huang,

Chen Change Loy

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zang_2021_ICCV, author = {Zang, Yuhang and Huang, Chen and Loy, Chen Change}, title = {FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3457-3466} }

Online-Trained Upsampler for Deep Low Complexity Video Compression

Jan P. Klopp,

Keng-Chi Liu,

Shao-Yi Chien,

Liang-Gee Chen

[pdf] [supp]

[bibtex]

@InProceedings{Klopp_2021_ICCV, author = {Klopp, Jan P. and Liu, Keng-Chi and Chien, Shao-Yi and Chen, Liang-Gee}, title = {Online-Trained Upsampler for Deep Low Complexity Video Compression}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7929-7938} }

DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion

Bin Xiao,

Haifeng Wu,

Xiuli Bi

[pdf]

[bibtex]

@InProceedings{Xiao_2021_ICCV, author = {Xiao, Bin and Wu, Haifeng and Bi, Xiuli}, title = {DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {43-51} }

Interactive Prototype Learning for Egocentric Action Recognition

Xiaohan Wang,

Linchao Zhu,

Heng Wang,

Yi Yang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xiaohan and Zhu, Linchao and Wang, Heng and Yang, Yi}, title = {Interactive Prototype Learning for Egocentric Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8168-8177} }

MBA-VO: Motion Blur Aware Visual Odometry

Peidong Liu,

Xingxing Zuo,

Viktor Larsson,

Marc Pollefeys

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Peidong and Zuo, Xingxing and Larsson, Viktor and Pollefeys, Marc}, title = {MBA-VO: Motion Blur Aware Visual Odometry}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5550-5559} }

Co2L: Contrastive Continual Learning

Hyuntak Cha,

Jaeho Lee,

Jinwoo Shin

[pdf] [supp]

[bibtex]

@InProceedings{Cha_2021_ICCV, author = {Cha, Hyuntak and Lee, Jaeho and Shin, Jinwoo}, title = {Co2L: Contrastive Continual Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9516-9525} }

STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing

Wen-Cheng Chen,

Min-Chun Hu,

Chu-Song Chen

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Wen-Cheng and Hu, Min-Chun and Chen, Chu-Song}, title = {STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5966-5975} }

Unconstrained Scene Generation With Locally Conditioned Radiance Fields

Terrance DeVries,

Miguel Angel Bautista,

Nitish Srivastava,

Graham W. Taylor,

Joshua M. Susskind

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{DeVries_2021_ICCV, author = {DeVries, Terrance and Bautista, Miguel Angel and Srivastava, Nitish and Taylor, Graham W. and Susskind, Joshua M.}, title = {Unconstrained Scene Generation With Locally Conditioned Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14304-14313} }

3D Human Pose Estimation With Spatial and Temporal Transformers

Ce Zheng,

Sijie Zhu,

Matias Mendieta,

Taojiannan Yang,

Chen Chen,

Zhengming Ding

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Ce and Zhu, Sijie and Mendieta, Matias and Yang, Taojiannan and Chen, Chen and Ding, Zhengming}, title = {3D Human Pose Estimation With Spatial and Temporal Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11656-11665} }

Self-Supervised Representation Learning From Flow Equivariance

Yuwen Xiong,

Mengye Ren,

Wenyuan Zeng,

Raquel Urtasun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xiong_2021_ICCV, author = {Xiong, Yuwen and Ren, Mengye and Zeng, Wenyuan and Urtasun, Raquel}, title = {Self-Supervised Representation Learning From Flow Equivariance}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10191-10200} }

Continual Learning for Image-Based Camera Localization

Shuzhe Wang,

Zakaria Laskar,

Iaroslav Melekhov,

Xiaotian Li,

Juho Kannala

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Shuzhe and Laskar, Zakaria and Melekhov, Iaroslav and Li, Xiaotian and Kannala, Juho}, title = {Continual Learning for Image-Based Camera Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3252-3262} }

Visual-Textual Attentive Semantic Consistency for Medical Report Generation

Yi Zhou,

Lei Huang,

Tao Zhou,

Huazhu Fu,

Ling Shao

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yi and Huang, Lei and Zhou, Tao and Fu, Huazhu and Shao, Ling}, title = {Visual-Textual Attentive Semantic Consistency for Medical Report Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3985-3994} }

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective With Transformers

Zhaoshuo Li,

Xingtong Liu,

Nathan Drenkow,

Andy Ding,

Francis X. Creighton,

Russell H. Taylor,

Mathias Unberath

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zhaoshuo and Liu, Xingtong and Drenkow, Nathan and Ding, Andy and Creighton, Francis X. and Taylor, Russell H. and Unberath, Mathias}, title = {Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6197-6206} }

Augmenting Depth Estimation With Geospatial Context

Scott Workman,

Hunter Blanton

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Workman_2021_ICCV, author = {Workman, Scott and Blanton, Hunter}, title = {Augmenting Depth Estimation With Geospatial Context}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4562-4571} }

Explaining Local, Global, and Higher-Order Interactions in Deep Learning

Samuel Lerman,

Charles Venuto,

Henry Kautz,

Chenliang Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lerman_2021_ICCV, author = {Lerman, Samuel and Venuto, Charles and Kautz, Henry and Xu, Chenliang}, title = {Explaining Local, Global, and Higher-Order Interactions in Deep Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1224-1233} }

Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval

Yuxin Hou,

Eleonora Vig,

Michael Donoser,

Loris Bazzani

[pdf] [supp]

[bibtex]

@InProceedings{Hou_2021_ICCV, author = {Hou, Yuxin and Vig, Eleonora and Donoser, Michael and Bazzani, Loris}, title = {Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12147-12157} }

SemiHand: Semi-Supervised Hand Pose Estimation With Consistency

Linlin Yang,

Shicheng Chen,

Angela Yao

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Linlin and Chen, Shicheng and Yao, Angela}, title = {SemiHand: Semi-Supervised Hand Pose Estimation With Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11364-11373} }

Efficient Action Recognition via Dynamic Knowledge Propagation

Hanul Kim,

Mihir Jain,

Jun-Tae Lee,

Sungrack Yun,

Fatih Porikli

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Hanul and Jain, Mihir and Lee, Jun-Tae and Yun, Sungrack and Porikli, Fatih}, title = {Efficient Action Recognition via Dynamic Knowledge Propagation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13719-13728} }

Bias Loss for Mobile Neural Networks

Lusine Abrahamyan,

Valentin Ziatchin,

Yiming Chen,

Nikos Deligiannis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Abrahamyan_2021_ICCV, author = {Abrahamyan, Lusine and Ziatchin, Valentin and Chen, Yiming and Deligiannis, Nikos}, title = {Bias Loss for Mobile Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6556-6566} }

Visual Scene Graphs for Audio Source Separation

Moitreya Chatterjee,

Jonathan Le Roux,

Narendra Ahuja,

Anoop Cherian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chatterjee_2021_ICCV, author = {Chatterjee, Moitreya and Le Roux, Jonathan and Ahuja, Narendra and Cherian, Anoop}, title = {Visual Scene Graphs for Audio Source Separation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1204-1213} }

Beyond Trivial Counterfactual Explanations With Diverse Valuable Explanations

Pau Rodríguez,

Massimo Caccia,

Alexandre Lacoste,

Lee Zamparo,

Issam Laradji,

Laurent Charlin,

David Vazquez

[pdf] [supp]

[bibtex]

@InProceedings{Rodriguez_2021_ICCV, author = {Rodr{\'\i}guez, Pau and Caccia, Massimo and Lacoste, Alexandre and Zamparo, Lee and Laradji, Issam and Charlin, Laurent and Vazquez, David}, title = {Beyond Trivial Counterfactual Explanations With Diverse Valuable Explanations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1056-1065} }

Homogeneous Architecture Augmentation for Neural Predictor

Yuqiao Liu,

Yehui Tang,

Yanan Sun

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yuqiao and Tang, Yehui and Sun, Yanan}, title = {Homogeneous Architecture Augmentation for Neural Predictor}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12249-12258} }

Co-Scale Conv-Attentional Image Transformers

Weijian Xu,

Yifan Xu,

Tyler Chang,

Zhuowen Tu

[pdf] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Weijian and Xu, Yifan and Chang, Tyler and Tu, Zhuowen}, title = {Co-Scale Conv-Attentional Image Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9981-9990} }

Impact of Aliasing on Generalization in Deep Convolutional Networks

Cristina Vasconcelos,

Hugo Larochelle,

Vincent Dumoulin,

Rob Romijnders,

Nicolas Le Roux,

Ross Goroshin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Vasconcelos_2021_ICCV, author = {Vasconcelos, Cristina and Larochelle, Hugo and Dumoulin, Vincent and Romijnders, Rob and Le Roux, Nicolas and Goroshin, Ross}, title = {Impact of Aliasing on Generalization in Deep Convolutional Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10529-10538} }

PARE: Part Attention Regressor for 3D Human Body Estimation

Muhammed Kocabas,

Chun-Hao P. Huang,

Otmar Hilliges,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kocabas_2021_ICCV, author = {Kocabas, Muhammed and Huang, Chun-Hao P. and Hilliges, Otmar and Black, Michael J.}, title = {PARE: Part Attention Regressor for 3D Human Body Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11127-11137} }

RePOSE: Fast 6D Object Pose Refinement via Deep Texture Rendering

Shun Iwase,

Xingyu Liu,

Rawal Khirodkar,

Rio Yokota,

Kris M. Kitani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Iwase_2021_ICCV, author = {Iwase, Shun and Liu, Xingyu and Khirodkar, Rawal and Yokota, Rio and Kitani, Kris M.}, title = {RePOSE: Fast 6D Object Pose Refinement via Deep Texture Rendering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3303-3312} }

How To Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild

Okan Köpüklü,

Maja Taseska,

Gerhard Rigoll

[pdf]

[bibtex]

@InProceedings{Kopuklu_2021_ICCV, author = {K\"op\"ukl\"u, Okan and Taseska, Maja and Rigoll, Gerhard}, title = {How To Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1193-1203} }

Do Different Deep Metric Learning Losses Lead to Similar Learned Features?

Konstantin Kobs,

Michael Steininger,

Andrzej Dulny,

Andreas Hotho

[pdf] [supp]

[bibtex]

@InProceedings{Kobs_2021_ICCV, author = {Kobs, Konstantin and Steininger, Michael and Dulny, Andrzej and Hotho, Andreas}, title = {Do Different Deep Metric Learning Losses Lead to Similar Learned Features?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10644-10654} }

Just Ask: Learning To Answer Questions From Millions of Narrated Videos

Antoine Yang,

Antoine Miech,

Josef Sivic,

Ivan Laptev,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Antoine and Miech, Antoine and Sivic, Josef and Laptev, Ivan and Schmid, Cordelia}, title = {Just Ask: Learning To Answer Questions From Millions of Narrated Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1686-1697} }

Towards Face Encryption by Generating Adversarial Identity Masks

Xiao Yang,

Yinpeng Dong,

Tianyu Pang,

Hang Su,

Jun Zhu,

Yuefeng Chen,

Hui Xue

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Xiao and Dong, Yinpeng and Pang, Tianyu and Su, Hang and Zhu, Jun and Chen, Yuefeng and Xue, Hui}, title = {Towards Face Encryption by Generating Adversarial Identity Masks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3897-3907} }

UniT: Multimodal Multitask Learning With a Unified Transformer

Ronghang Hu,

Amanpreet Singh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Ronghang and Singh, Amanpreet}, title = {UniT: Multimodal Multitask Learning With a Unified Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1439-1449} }

CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing

Daxuan Ren,

Jianmin Zheng,

Jianfei Cai,

Jiatong Li,

Haiyong Jiang,

Zhongang Cai,

Junzhe Zhang,

Liang Pan,

Mingyuan Zhang,

Haiyu Zhao,

Shuai Yi

[pdf] [supp]

[bibtex]

@InProceedings{Ren_2021_ICCV, author = {Ren, Daxuan and Zheng, Jianmin and Cai, Jianfei and Li, Jiatong and Jiang, Haiyong and Cai, Zhongang and Zhang, Junzhe and Pan, Liang and Zhang, Mingyuan and Zhao, Haiyu and Yi, Shuai}, title = {CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12478-12487} }

Compressing Visual-Linguistic Model via Knowledge Distillation

Zhiyuan Fang,

Jianfeng Wang,

Xiaowei Hu,

Lijuan Wang,

Yezhou Yang,

Zicheng Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Zhiyuan and Wang, Jianfeng and Hu, Xiaowei and Wang, Lijuan and Yang, Yezhou and Liu, Zicheng}, title = {Compressing Visual-Linguistic Model via Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1428-1438} }

Full-Duplex Strategy for Video Object Segmentation

Ge-Peng Ji,

Keren Fu,

Zhe Wu,

Deng-Ping Fan,

Jianbing Shen,

Ling Shao

[pdf] [arXiv]

[bibtex]

@InProceedings{Ji_2021_ICCV, author = {Ji, Ge-Peng and Fu, Keren and Wu, Zhe and Fan, Deng-Ping and Shen, Jianbing and Shao, Ling}, title = {Full-Duplex Strategy for Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4922-4933} }

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples

Mahmoud Assran,

Mathilde Caron,

Ishan Misra,

Piotr Bojanowski,

Armand Joulin,

Nicolas Ballas,

Michael Rabbat

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Assran_2021_ICCV, author = {Assran, Mahmoud and Caron, Mathilde and Misra, Ishan and Bojanowski, Piotr and Joulin, Armand and Ballas, Nicolas and Rabbat, Michael}, title = {Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8443-8452} }

Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation

Nianyi Li,

Simron Thapa,

Cameron Whyte,

Albert W. Reed,

Suren Jayasuriya,

Jinwei Ye

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Nianyi and Thapa, Simron and Whyte, Cameron and Reed, Albert W. and Jayasuriya, Suren and Ye, Jinwei}, title = {Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2522-2532} }

Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation

Andreas Voskou,

Konstantinos P. Panousis,

Dimitrios Kosmopoulos,

Dimitris N. Metaxas,

Sotirios Chatzis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Voskou_2021_ICCV, author = {Voskou, Andreas and Panousis, Konstantinos P. and Kosmopoulos, Dimitrios and Metaxas, Dimitris N. and Chatzis, Sotirios}, title = {Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11946-11955} }

BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies

Thomas Verelst,

Tinne Tuytelaars

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Verelst_2021_ICCV, author = {Verelst, Thomas and Tuytelaars, Tinne}, title = {BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5158-5167} }

Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval

Soravit Changpinyo,

Jordi Pont-Tuset,

Vittorio Ferrari,

Radu Soricut

[pdf] [supp]

[bibtex]

@InProceedings{Changpinyo_2021_ICCV, author = {Changpinyo, Soravit and Pont-Tuset, Jordi and Ferrari, Vittorio and Soricut, Radu}, title = {Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12136-12146} }

Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections Matching

Chao Chen,

Zhizhong Han,

Yu-Shen Liu,

Matthias Zwicker

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Chao and Han, Zhizhong and Liu, Yu-Shen and Zwicker, Matthias}, title = {Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12466-12477} }

SS-IL: Separated Softmax for Incremental Learning

Hongjoon Ahn,

Jihwan Kwak,

Subin Lim,

Hyeonsu Bang,

Hyojun Kim,

Taesup Moon

[pdf] [supp]

[bibtex]

@InProceedings{Ahn_2021_ICCV, author = {Ahn, Hongjoon and Kwak, Jihwan and Lim, Subin and Bang, Hyeonsu and Kim, Hyojun and Moon, Taesup}, title = {SS-IL: Separated Softmax for Incremental Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {844-853} }

Multiple Pairwise Ranking Networks for Personalized Video Summarization

Yassir Saquil,

Da Chen,

Yuan He,

Chuan Li,

Yong-Liang Yang

[pdf] [supp]

[bibtex]

@InProceedings{Saquil_2021_ICCV, author = {Saquil, Yassir and Chen, Da and He, Yuan and Li, Chuan and Yang, Yong-Liang}, title = {Multiple Pairwise Ranking Networks for Personalized Video Summarization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1718-1727} }

Domain-Invariant Disentangled Network for Generalizable Object Detection

Chuang Lin,

Zehuan Yuan,

Sicheng Zhao,

Peize Sun,

Changhu Wang,

Jianfei Cai

[pdf]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Chuang and Yuan, Zehuan and Zhao, Sicheng and Sun, Peize and Wang, Changhu and Cai, Jianfei}, title = {Domain-Invariant Disentangled Network for Generalizable Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8771-8780} }

Social NCE: Contrastive Learning of Socially-Aware Motion Representations

Yuejiang Liu,

Qi Yan,

Alexandre Alahi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yuejiang and Yan, Qi and Alahi, Alexandre}, title = {Social NCE: Contrastive Learning of Socially-Aware Motion Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15118-15129} }

The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation

Guillem Brasó,

Nikita Kister,

Laura Leal-Taixé

[pdf] [supp]

[bibtex]

@InProceedings{Braso_2021_ICCV, author = {Bras\'o, Guillem and Kister, Nikita and Leal-Taix\'e, Laura}, title = {The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11853-11863} }

FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters

Yuwei Cheng,

Jiannan Zhu,

Mengxin Jiang,

Jie Fu,

Changsong Pang,

Peidong Wang,

Kris Sankaran,

Olawale Onabola,

Yimin Liu,

Dianbo Liu,

Yoshua Bengio

[pdf]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Yuwei and Zhu, Jiannan and Jiang, Mengxin and Fu, Jie and Pang, Changsong and Wang, Peidong and Sankaran, Kris and Onabola, Olawale and Liu, Yimin and Liu, Dianbo and Bengio, Yoshua}, title = {FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10953-10962} }

Robust Trust Region for Weakly Supervised Segmentation

Dmitrii Marin,

Yuri Boykov

[pdf] [arXiv]

[bibtex]

@InProceedings{Marin_2021_ICCV, author = {Marin, Dmitrii and Boykov, Yuri}, title = {Robust Trust Region for Weakly Supervised Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6608-6618} }

imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose

Thiemo Alldieck,

Hongyi Xu,

Cristian Sminchisescu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Alldieck_2021_ICCV, author = {Alldieck, Thiemo and Xu, Hongyi and Sminchisescu, Cristian}, title = {imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5461-5470} }

Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution

Salma Abdel Magid,

Yulun Zhang,

Donglai Wei,

Won-Dong Jang,

Zudi Lin,

Yun Fu,

Hanspeter Pfister

[pdf]

[bibtex]

@InProceedings{Magid_2021_ICCV, author = {Magid, Salma Abdel and Zhang, Yulun and Wei, Donglai and Jang, Won-Dong and Lin, Zudi and Fu, Yun and Pfister, Hanspeter}, title = {Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4288-4297} }

Self-Knowledge Distillation With Progressive Refinement of Targets

Kyungyul Kim,

ByeongMoon Ji,

Doyoung Yoon,

Sangheum Hwang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Kyungyul and Ji, ByeongMoon and Yoon, Doyoung and Hwang, Sangheum}, title = {Self-Knowledge Distillation With Progressive Refinement of Targets}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6567-6576} }

Towards Flexible Blind JPEG Artifacts Removal

Jiaxi Jiang,

Kai Zhang,

Radu Timofte

[pdf] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Jiaxi and Zhang, Kai and Timofte, Radu}, title = {Towards Flexible Blind JPEG Artifacts Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4997-5006} }

Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

Yuxin Chen,

Ziqi Zhang,

Chunfeng Yuan,

Bing Li,

Ying Deng,

Weiming Hu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yuxin and Zhang, Ziqi and Yuan, Chunfeng and Li, Bing and Deng, Ying and Hu, Weiming}, title = {Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13359-13368} }

VSAC: Efficient and Accurate Estimator for H and F

Maksym Ivashechkin,

Daniel Barath,

Jiří Matas

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ivashechkin_2021_ICCV, author = {Ivashechkin, Maksym and Barath, Daniel and Matas, Ji\v{r}{\'\i}}, title = {VSAC: Efficient and Accurate Estimator for H and F}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15243-15252} }

HPNet: Deep Primitive Segmentation Using Hybrid Representations

Siming Yan,

Zhenpei Yang,

Chongyang Ma,

Haibin Huang,

Etienne Vouga,

Qixing Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Siming and Yang, Zhenpei and Ma, Chongyang and Huang, Haibin and Vouga, Etienne and Huang, Qixing}, title = {HPNet: Deep Primitive Segmentation Using Hybrid Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2753-2762} }

Fusion Moves for Graph Matching

Lisa Hutschenreiter,

Stefan Haller,

Lorenz Feineis,

Carsten Rother,

Dagmar Kainmüller,

Bogdan Savchynskyy

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hutschenreiter_2021_ICCV, author = {Hutschenreiter, Lisa and Haller, Stefan and Feineis, Lorenz and Rother, Carsten and Kainm\"uller, Dagmar and Savchynskyy, Bogdan}, title = {Fusion Moves for Graph Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6270-6279} }

Universal-Prototype Enhancing for Few-Shot Object Detection

Aming Wu,

Yahong Han,

Linchao Zhu,

Yi Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Aming and Han, Yahong and Zhu, Linchao and Yang, Yi}, title = {Universal-Prototype Enhancing for Few-Shot Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9567-9576} }

I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-Fidelity 3D Hand Mesh Modeling

Ping Chen,

Yujin Chen,

Dong Yang,

Fangyin Wu,

Qin Li,

Qingpei Xia,

Yong Tan

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Ping and Chen, Yujin and Yang, Dong and Wu, Fangyin and Li, Qin and Xia, Qingpei and Tan, Yong}, title = {I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-Fidelity 3D Hand Mesh Modeling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12929-12938} }

Fast Video Moment Retrieval

Junyu Gao,

Changsheng Xu

[pdf]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Junyu and Xu, Changsheng}, title = {Fast Video Moment Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1523-1532} }

Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond

Ming Li,

Xinming Huang,

Ziming Zhang

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Ming and Huang, Xinming and Zhang, Ziming}, title = {Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {194-204} }

With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

Debidatta Dwibedi,

Yusuf Aytar,

Jonathan Tompson,

Pierre Sermanet,

Andrew Zisserman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dwibedi_2021_ICCV, author = {Dwibedi, Debidatta and Aytar, Yusuf and Tompson, Jonathan and Sermanet, Pierre and Zisserman, Andrew}, title = {With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9588-9597} }

Explainable Person Re-Identification With Attribute-Guided Metric Distillation

Xiaodong Chen,

Xinchen Liu,

Wu Liu,

Xiao-Ping Zhang,

Yongdong Zhang,

Tao Mei

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xiaodong and Liu, Xinchen and Liu, Wu and Zhang, Xiao-Ping and Zhang, Yongdong and Mei, Tao}, title = {Explainable Person Re-Identification With Attribute-Guided Metric Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11813-11822} }

Motion-Focused Contrastive Learning of Video Representations

Rui Li,

Yiheng Zhang,

Zhaofan Qiu,

Ting Yao,

Dong Liu,

Tao Mei

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Rui and Zhang, Yiheng and Qiu, Zhaofan and Yao, Ting and Liu, Dong and Mei, Tao}, title = {Motion-Focused Contrastive Learning of Video Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2105-2114} }

Motion Guided Region Message Passing for Video Captioning

Shaoxiang Chen,

Yu-Gang Jiang

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shaoxiang and Jiang, Yu-Gang}, title = {Motion Guided Region Message Passing for Video Captioning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1543-1552} }

Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions

Xiheng Zhang,

Yongkang Wong,

Xiaofei Wu,

Juwei Lu,

Mohan Kankanhalli,

Xiangdong Li,

Weidong Geng

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Xiheng and Wong, Yongkang and Wu, Xiaofei and Lu, Juwei and Kankanhalli, Mohan and Li, Xiangdong and Geng, Weidong}, title = {Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11270-11280} }

Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar

Peike Li,

Xin Yu,

Yi Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Peike and Yu, Xin and Yang, Yi}, title = {Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4469-4479} }

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach

Zeren Sun,

Yazhou Yao,

Xiu-Shen Wei,

Yongshun Zhang,

Fumin Shen,

Jianxin Wu,

Jian Zhang,

Heng Tao Shen

[pdf] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Zeren and Yao, Yazhou and Wei, Xiu-Shen and Zhang, Yongshun and Shen, Fumin and Wu, Jianxin and Zhang, Jian and Shen, Heng Tao}, title = {Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10602-10611} }

Towards Interpretable Deep Networks for Monocular Depth Estimation

Zunzhi You,

Yi-Hsuan Tsai,

Wei-Chen Chiu,

Guanbin Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{You_2021_ICCV, author = {You, Zunzhi and Tsai, Yi-Hsuan and Chiu, Wei-Chen and Li, Guanbin}, title = {Towards Interpretable Deep Networks for Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12879-12888} }

Instance Segmentation in 3D Scenes Using Semantic Superpoint Tree Networks

Zhihao Liang,

Zhihao Li,

Songcen Xu,

Mingkui Tan,

Kui Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Zhihao and Li, Zhihao and Xu, Songcen and Tan, Mingkui and Jia, Kui}, title = {Instance Segmentation in 3D Scenes Using Semantic Superpoint Tree Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2783-2792} }

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Wenguan Wang,

Tianfei Zhou,

Fisher Yu,

Jifeng Dai,

Ender Konukoglu,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Wenguan and Zhou, Tianfei and Yu, Fisher and Dai, Jifeng and Konukoglu, Ender and Van Gool, Luc}, title = {Exploring Cross-Image Pixel Contrast for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7303-7313} }

Geometric Granularity Aware Pixel-To-Mesh

Yue Shi,

Bingbing Ni,

Jinxian Liu,

Dingyi Rong,

Ye Qian,

Wenjun Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Yue and Ni, Bingbing and Liu, Jinxian and Rong, Dingyi and Qian, Ye and Zhang, Wenjun}, title = {Geometric Granularity Aware Pixel-To-Mesh}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13097-13106} }

Pixel Difference Networks for Efficient Edge Detection

Zhuo Su,

Wenzhe Liu,

Zitong Yu,

Dewen Hu,

Qing Liao,

Qi Tian,

Matti Pietikäinen,

Li Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Su_2021_ICCV, author = {Su, Zhuo and Liu, Wenzhe and Yu, Zitong and Hu, Dewen and Liao, Qing and Tian, Qi and Pietik\"ainen, Matti and Liu, Li}, title = {Pixel Difference Networks for Efficient Edge Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5117-5127} }

Towards Understanding the Generative Capability of Adversarially Robust Classifiers

Yao Zhu,

Jiacheng Ma,

Jiacheng Sun,

Zewei Chen,

Rongxin Jiang,

Yaowu Chen,

Zhenguo Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Yao and Ma, Jiacheng and Sun, Jiacheng and Chen, Zewei and Jiang, Rongxin and Chen, Yaowu and Li, Zhenguo}, title = {Towards Understanding the Generative Capability of Adversarially Robust Classifiers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7728-7737} }

Learning Efficient Photometric Feature Transform for Multi-View Stereo

Kaizhang Kang,

Cihui Xie,

Ruisheng Zhu,

Xiaohe Ma,

Ping Tan,

Hongzhi Wu,

Kun Zhou

[pdf] [arXiv]

[bibtex]

@InProceedings{Kang_2021_ICCV, author = {Kang, Kaizhang and Xie, Cihui and Zhu, Ruisheng and Ma, Xiaohe and Tan, Ping and Wu, Hongzhi and Zhou, Kun}, title = {Learning Efficient Photometric Feature Transform for Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5956-5965} }

NEAT: Neural Attention Fields for End-to-End Autonomous Driving

Kashyap Chitta,

Aditya Prakash,

Andreas Geiger

[pdf] [arXiv]

[bibtex]

@InProceedings{Chitta_2021_ICCV, author = {Chitta, Kashyap and Prakash, Aditya and Geiger, Andreas}, title = {NEAT: Neural Attention Fields for End-to-End Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15793-15803} }

Modulated Periodic Activations for Generalizable Local Functional Representations

Ishit Mehta,

Michaël Gharbi,

Connelly Barnes,

Eli Shechtman,

Ravi Ramamoorthi,

Manmohan Chandraker

[pdf] [arXiv]

[bibtex]

@InProceedings{Mehta_2021_ICCV, author = {Mehta, Ishit and Gharbi, Micha\"el and Barnes, Connelly and Shechtman, Eli and Ramamoorthi, Ravi and Chandraker, Manmohan}, title = {Modulated Periodic Activations for Generalizable Local Functional Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14214-14223} }

Neural Architecture Search for Joint Human Parsing and Pose Estimation

Dan Zeng,

Yuhang Huang,

Qian Bao,

Junjie Zhang,

Chi Su,

Wu Liu

[pdf] [supp]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Dan and Huang, Yuhang and Bao, Qian and Zhang, Junjie and Su, Chi and Liu, Wu}, title = {Neural Architecture Search for Joint Human Parsing and Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11385-11394} }

Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation

Zhicong Huang,

Xuemei Hu,

Zhou Xue,

Weizhu Xu,

Tao Yue

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Zhicong and Hu, Xuemei and Xue, Zhou and Xu, Weizhu and Yue, Tao}, title = {Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6320-6329} }

SemIE: Semantically-Aware Image Extrapolation

Bholeshwar Khurana,

Soumya Ranjan Dash,

Abhishek Bhatia,

Aniruddha Mahapatra,

Hrituraj Singh,

Kuldeep Kulkarni

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Khurana_2021_ICCV, author = {Khurana, Bholeshwar and Dash, Soumya Ranjan and Bhatia, Abhishek and Mahapatra, Aniruddha and Singh, Hrituraj and Kulkarni, Kuldeep}, title = {SemIE: Semantically-Aware Image Extrapolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14900-14909} }

Transformer-Based Dual Relation Graph for Multi-Label Image Recognition

Jiawei Zhao,

Ke Yan,

Yifan Zhao,

Xiaowei Guo,

Feiyue Huang,

Jia Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Jiawei and Yan, Ke and Zhao, Yifan and Guo, Xiaowei and Huang, Feiyue and Li, Jia}, title = {Transformer-Based Dual Relation Graph for Multi-Label Image Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {163-172} }

Self-Supervised Transfer Learning for Hand Mesh Recovery From Binocular Images

Zheng Chen,

Sihan Wang,

Yi Sun,

Xiaohong Ma

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zheng and Wang, Sihan and Sun, Yi and Ma, Xiaohong}, title = {Self-Supervised Transfer Learning for Hand Mesh Recovery From Binocular Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11626-11634} }

Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization

Niels Jeppesen,

Patrick M. Jensen,

Anders N. Christensen,

Anders B. Dahl,

Vedrana A. Dahl

[pdf] [supp]

[bibtex]

@InProceedings{Jeppesen_2021_ICCV, author = {Jeppesen, Niels and Jensen, Patrick M. and Christensen, Anders N. and Dahl, Anders B. and Dahl, Vedrana A.}, title = {Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6260-6269} }

Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning

Jiahe Shi,

Yali Li,

Shengjin Wang

[pdf] [supp]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Jiahe and Li, Yali and Wang, Shengjin}, title = {Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2187-2196} }

Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation

David Biertimpel,

Sindi Shkodrani,

Anil S. Baslamisli,

Nóra Baka

[pdf] [arXiv]

[bibtex]

@InProceedings{Biertimpel_2021_ICCV, author = {Biertimpel, David and Shkodrani, Sindi and Baslamisli, Anil S. and Baka, N\'ora}, title = {Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2824-2833} }

Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents

Shivansh Patel,

Saim Wani,

Unnat Jain,

Alexander G. Schwing,

Svetlana Lazebnik,

Manolis Savva,

Angel X. Chang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Patel_2021_ICCV, author = {Patel, Shivansh and Wani, Saim and Jain, Unnat and Schwing, Alexander G. and Lazebnik, Svetlana and Savva, Manolis and Chang, Angel X.}, title = {Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15953-15963} }

A Dark Flash Normal Camera

Zhihao Xia,

Jason Lawrence,

Supreeth Achar

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xia_2021_ICCV, author = {Xia, Zhihao and Lawrence, Jason and Achar, Supreeth}, title = {A Dark Flash Normal Camera}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2430-2439} }

Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields

Albert W. Reed,

Hyojin Kim,

Rushil Anirudh,

K. Aditya Mohan,

Kyle Champley,

Jingu Kang,

Suren Jayasuriya

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Reed_2021_ICCV, author = {Reed, Albert W. and Kim, Hyojin and Anirudh, Rushil and Mohan, K. Aditya and Champley, Kyle and Kang, Jingu and Jayasuriya, Suren}, title = {Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2258-2268} }

Diverse Image Style Transfer via Invertible Cross-Space Mapping

Haibo Chen,

Lei Zhao,

Huiming Zhang,

Zhizhong Wang,

Zhiwen Zuo,

Ailin Li,

Wei Xing,

Dongming Lu

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Haibo and Zhao, Lei and Zhang, Huiming and Wang, Zhizhong and Zuo, Zhiwen and Li, Ailin and Xing, Wei and Lu, Dongming}, title = {Diverse Image Style Transfer via Invertible Cross-Space Mapping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14880-14889} }

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

Binghui Chen,

Zhaoyi Yan,

Ke Li,

Pengyu Li,

Biao Wang,

Wangmeng Zuo,

Lei Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Binghui and Yan, Zhaoyi and Li, Ke and Li, Pengyu and Wang, Biao and Zuo, Wangmeng and Zhang, Lei}, title = {Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16065-16075} }

Pri3D: Can 3D Priors Help 2D Representation Learning?

Ji Hou,

Saining Xie,

Benjamin Graham,

Angela Dai,

Matthias Nießner

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hou_2021_ICCV, author = {Hou, Ji and Xie, Saining and Graham, Benjamin and Dai, Angela and Nie{\ss}ner, Matthias}, title = {Pri3D: Can 3D Priors Help 2D Representation Learning?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5693-5702} }

PoGO-Net: Pose Graph Optimization With Graph Neural Networks

Xinyi Li,

Haibin Ling

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Xinyi and Ling, Haibin}, title = {PoGO-Net: Pose Graph Optimization With Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5895-5905} }

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment

Lin Zhang,

Yong Luo,

Yan Bai,

Bo Du,

Ling-Yu Duan

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Lin and Luo, Yong and Bai, Yan and Du, Bo and Duan, Ling-Yu}, title = {Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4420-4428} }

Self-Supervised Video Object Segmentation by Motion Grouping

Charig Yang,

Hala Lamdouar,

Erika Lu,

Andrew Zisserman,

Weidi Xie

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Charig and Lamdouar, Hala and Lu, Erika and Zisserman, Andrew and Xie, Weidi}, title = {Self-Supervised Video Object Segmentation by Motion Grouping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7177-7188} }

End-to-End Piece-Wise Unwarping of Document Images

Sagnik Das,

Kunwar Yashraj Singh,

Jon Wu,

Erhan Bas,

Vijay Mahadevan,

Rahul Bhotika,

Dimitris Samaras

[pdf]

[bibtex]

@InProceedings{Das_2021_ICCV, author = {Das, Sagnik and Singh, Kunwar Yashraj and Wu, Jon and Bas, Erhan and Mahadevan, Vijay and Bhotika, Rahul and Samaras, Dimitris}, title = {End-to-End Piece-Wise Unwarping of Document Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4268-4277} }

4D Cloud Scattering Tomography

Roi Ronen,

Yoav Y. Schechner,

Eshkol Eytan

[pdf] [supp]

[bibtex]

@InProceedings{Ronen_2021_ICCV, author = {Ronen, Roi and Schechner, Yoav Y. and Eytan, Eshkol}, title = {4D Cloud Scattering Tomography}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5520-5529} }

Weakly Supervised Representation Learning With Coarse Labels

Yuanhong Xu,

Qi Qian,

Hao Li,

Rong Jin,

Juhua Hu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Yuanhong and Qian, Qi and Li, Hao and Jin, Rong and Hu, Juhua}, title = {Weakly Supervised Representation Learning With Coarse Labels}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10593-10601} }

Asymmetric Bilateral Motion Estimation for Video Frame Interpolation

Junheum Park,

Chul Lee,

Chang-Su Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Junheum and Lee, Chul and Kim, Chang-Su}, title = {Asymmetric Bilateral Motion Estimation for Video Frame Interpolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14539-14548} }

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation

Ruizhi Shao,

Gaochang Wu,

Yuemei Zhou,

Ying Fu,

Lu Fang,

Yebin Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shao_2021_ICCV, author = {Shao, Ruizhi and Wu, Gaochang and Zhou, Yuemei and Fu, Ying and Fang, Lu and Liu, Yebin}, title = {LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14890-14899} }

De-Rendering Stylized Texts

Wataru Shimoda,

Daichi Haraguchi,

Seiichi Uchida,

Kota Yamaguchi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shimoda_2021_ICCV, author = {Shimoda, Wataru and Haraguchi, Daichi and Uchida, Seiichi and Yamaguchi, Kota}, title = {De-Rendering Stylized Texts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1076-1085} }

HRegNet: A Hierarchical Network for Large-Scale Outdoor LiDAR Point Cloud Registration

Fan Lu,

Guang Chen,

Yinlong Liu,

Lijun Zhang,

Sanqing Qu,

Shu Liu,

Rongqi Gu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Fan and Chen, Guang and Liu, Yinlong and Zhang, Lijun and Qu, Sanqing and Liu, Shu and Gu, Rongqi}, title = {HRegNet: A Hierarchical Network for Large-Scale Outdoor LiDAR Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16014-16023} }

A Latent Transformer for Disentangled Face Editing in Images and Videos

Xu Yao,

Alasdair Newson,

Yann Gousseau,

Pierre Hellier

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Xu and Newson, Alasdair and Gousseau, Yann and Hellier, Pierre}, title = {A Latent Transformer for Disentangled Face Editing in Images and Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13789-13798} }

AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis

Yudong Guo,

Keyu Chen,

Sen Liang,

Yong-Jin Liu,

Hujun Bao,

Juyong Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Yudong and Chen, Keyu and Liang, Sen and Liu, Yong-Jin and Bao, Hujun and Zhang, Juyong}, title = {AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5784-5794} }

Graph-Based Asynchronous Event Processing for Rapid Object Recognition

Yijin Li,

Han Zhou,

Bangbang Yang,

Ye Zhang,

Zhaopeng Cui,

Hujun Bao,

Guofeng Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yijin and Zhou, Han and Yang, Bangbang and Zhang, Ye and Cui, Zhaopeng and Bao, Hujun and Zhang, Guofeng}, title = {Graph-Based Asynchronous Event Processing for Rapid Object Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {934-943} }

Learning With Noisy Labels via Sparse Regularization

Xiong Zhou,

Xianming Liu,

Chenyang Wang,

Deming Zhai,

Junjun Jiang,

Xiangyang Ji

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Xiong and Liu, Xianming and Wang, Chenyang and Zhai, Deming and Jiang, Junjun and Ji, Xiangyang}, title = {Learning With Noisy Labels via Sparse Regularization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {72-81} }

Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation

Lian Xu,

Wanli Ouyang,

Mohammed Bennamoun,

Farid Boussaid,

Ferdous Sohel,

Dan Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Lian and Ouyang, Wanli and Bennamoun, Mohammed and Boussaid, Farid and Sohel, Ferdous and Xu, Dan}, title = {Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6984-6993} }

Improving 3D Object Detection With Channel-Wise Transformer

Hualian Sheng,

Sijia Cai,

Yuan Liu,

Bing Deng,

Jianqiang Huang,

Xian-Sheng Hua,

Min-Jian Zhao

[pdf] [arXiv]

[bibtex]

@InProceedings{Sheng_2021_ICCV, author = {Sheng, Hualian and Cai, Sijia and Liu, Yuan and Deng, Bing and Huang, Jianqiang and Hua, Xian-Sheng and Zhao, Min-Jian}, title = {Improving 3D Object Detection With Channel-Wise Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2743-2752} }

CanvasVAE: Learning To Generate Vector Graphic Documents

Kota Yamaguchi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yamaguchi_2021_ICCV, author = {Yamaguchi, Kota}, title = {CanvasVAE: Learning To Generate Vector Graphic Documents}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5481-5489} }

Flow-Guided Video Inpainting With Scene Templates

Dong Lao,

Peihao Zhu,

Peter Wonka,

Ganesh Sundaramoorthi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lao_2021_ICCV, author = {Lao, Dong and Zhu, Peihao and Wonka, Peter and Sundaramoorthi, Ganesh}, title = {Flow-Guided Video Inpainting With Scene Templates}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14599-14608} }

Long Short View Feature Decomposition via Contrastive Video Representation Learning

Nadine Behrmann,

Mohsen Fayyaz,

Juergen Gall,

Mehdi Noroozi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Behrmann_2021_ICCV, author = {Behrmann, Nadine and Fayyaz, Mohsen and Gall, Juergen and Noroozi, Mehdi}, title = {Long Short View Feature Decomposition via Contrastive Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9244-9253} }

TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment

Jianwei Yang,

Yonatan Bisk,

Jianfeng Gao

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Jianwei and Bisk, Yonatan and Gao, Jianfeng}, title = {TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11562-11572} }

Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness

Zhenyi Wang,

Tiehang Duan,

Le Fang,

Qiuling Suo,

Mingchen Gao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhenyi and Duan, Tiehang and Fang, Le and Suo, Qiuling and Gao, Mingchen}, title = {Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8947-8957} }

Ranking Models in Unlabeled New Environments

Xiaoxiao Sun,

Yunzhong Hou,

Weijian Deng,

Hongdong Li,

Liang Zheng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Xiaoxiao and Hou, Yunzhong and Deng, Weijian and Li, Hongdong and Zheng, Liang}, title = {Ranking Models in Unlabeled New Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11761-11771} }

Adaptive Confidence Thresholding for Monocular Depth Estimation

Hyesong Choi,

Hunsang Lee,

Sunkyung Kim,

Sunok Kim,

Seungryong Kim,

Kwanghoon Sohn,

Dongbo Min

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Choi_2021_ICCV, author = {Choi, Hyesong and Lee, Hunsang and Kim, Sunkyung and Kim, Sunok and Kim, Seungryong and Sohn, Kwanghoon and Min, Dongbo}, title = {Adaptive Confidence Thresholding for Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12808-12818} }

Embedding Novel Views in a Single JPEG Image

Yue Wu,

Guotao Meng,

Qifeng Chen

[pdf] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Yue and Meng, Guotao and Chen, Qifeng}, title = {Embedding Novel Views in a Single JPEG Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14519-14527} }

Channel Augmented Joint Learning for Visible-Infrared Recognition

Mang Ye,

Weijian Ruan,

Bo Du,

Mike Zheng Shou

[pdf]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Mang and Ruan, Weijian and Du, Bo and Shou, Mike Zheng}, title = {Channel Augmented Joint Learning for Visible-Infrared Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13567-13576} }

OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration

Hao Xu,

Shuaicheng Liu,

Guangfu Wang,

Guanghui Liu,

Bing Zeng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Hao and Liu, Shuaicheng and Wang, Guangfu and Liu, Guanghui and Zeng, Bing}, title = {OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3132-3141} }

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation

Ailing Zeng,

Xiao Sun,

Lei Yang,

Nanxuan Zhao,

Minhao Liu,

Qiang Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Ailing and Sun, Xiao and Yang, Lei and Zhao, Nanxuan and Liu, Minhao and Xu, Qiang}, title = {Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11436-11445} }

Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation

Xiaofeng Liu,

Site Li,

Yubin Ge,

Pengyi Ye,

Jane You,

Jun Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Xiaofeng and Li, Site and Ge, Yubin and Ye, Pengyi and You, Jane and Lu, Jun}, title = {Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {764-773} }

Learning Anchored Unsigned Distance Functions With Gradient Direction Alignment for Single-View Garment Reconstruction

Fang Zhao,

Wenhao Wang,

Shengcai Liao,

Ling Shao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Fang and Wang, Wenhao and Liao, Shengcai and Shao, Ling}, title = {Learning Anchored Unsigned Distance Functions With Gradient Direction Alignment for Single-View Garment Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12674-12683} }

TeachText: CrossModal Generalized Distillation for Text-Video Retrieval

Ioana Croitoru,

Simion-Vlad Bogolin,

Marius Leordeanu,

Hailin Jin,

Andrew Zisserman,

Samuel Albanie,

Yang Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Croitoru_2021_ICCV, author = {Croitoru, Ioana and Bogolin, Simion-Vlad and Leordeanu, Marius and Jin, Hailin and Zisserman, Andrew and Albanie, Samuel and Liu, Yang}, title = {TeachText: CrossModal Generalized Distillation for Text-Video Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11583-11593} }

Geometry Uncertainty Projection Network for Monocular 3D Object Detection

Yan Lu,

Xinzhu Ma,

Lei Yang,

Tianzhu Zhang,

Yating Liu,

Qi Chu,

Junjie Yan,

Wanli Ouyang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Yan and Ma, Xinzhu and Yang, Lei and Zhang, Tianzhu and Liu, Yating and Chu, Qi and Yan, Junjie and Ouyang, Wanli}, title = {Geometry Uncertainty Projection Network for Monocular 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3111-3121} }

OVANet: One-vs-All Network for Universal Domain Adaptation

Kuniaki Saito,

Kate Saenko

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Saito_2021_ICCV, author = {Saito, Kuniaki and Saenko, Kate}, title = {OVANet: One-vs-All Network for Universal Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9000-9009} }

A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy

Bintao He,

Fa Zhang,

Huanshui Zhang,

Renmin Han

[pdf] [supp]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Bintao and Zhang, Fa and Zhang, Huanshui and Han, Renmin}, title = {A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2682-2691} }

Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition

Guohao Peng,

Jun Zhang,

Heshan Li,

Danwei Wang

[pdf] [supp]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Guohao and Zhang, Jun and Li, Heshan and Wang, Danwei}, title = {Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {885-894} }

Learning With Noisy Labels for Robust Point Cloud Segmentation

Shuquan Ye,

Dongdong Chen,

Songfang Han,

Jing Liao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Shuquan and Chen, Dongdong and Han, Songfang and Liao, Jing}, title = {Learning With Noisy Labels for Robust Point Cloud Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6443-6452} }

Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples

He Zhao,

Richard P. Wildes

[pdf] [supp]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, He and Wildes, Richard P.}, title = {Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7629-7638} }

Planar Surface Reconstruction From Sparse Views

Linyi Jin,

Shengyi Qian,

Andrew Owens,

David F. Fouhey

[pdf] [arXiv]

[bibtex]

@InProceedings{Jin_2021_ICCV, author = {Jin, Linyi and Qian, Shengyi and Owens, Andrew and Fouhey, David F.}, title = {Planar Surface Reconstruction From Sparse Views}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12991-13000} }

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation

Xiaogang Xu,

Hengshuang Zhao,

Jiaya Jia

[pdf] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Xiaogang and Zhao, Hengshuang and Jia, Jiaya}, title = {Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7486-7495} }

MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing

Yuhang Li,

Feng Zhu,

Ruihao Gong,

Mingzhu Shen,

Xin Dong,

Fengwei Yu,

Shaoqing Lu,

Shi Gu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yuhang and Zhu, Feng and Gong, Ruihao and Shen, Mingzhu and Dong, Xin and Yu, Fengwei and Lu, Shaoqing and Gu, Shi}, title = {MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4410-4419} }

VidTr: Video Transformer Without Convolutions

Yanyi Zhang,

Xinyu Li,

Chunhui Liu,

Bing Shuai,

Yi Zhu,

Biagio Brattoli,

Hao Chen,

Ivan Marsic,

Joseph Tighe

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yanyi and Li, Xinyu and Liu, Chunhui and Shuai, Bing and Zhu, Yi and Brattoli, Biagio and Chen, Hao and Marsic, Ivan and Tighe, Joseph}, title = {VidTr: Video Transformer Without Convolutions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13577-13587} }

LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision

Zhijian Liu,

Simon Stent,

Jie Li,

John Gideon,

Song Han

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zhijian and Stent, Simon and Li, Jie and Gideon, John and Han, Song}, title = {LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2167-2176} }

Weakly Supervised Segmentation of Small Buildings With Point Labels

Jae-Hun Lee,

ChanYoung Kim,

Sanghoon Sull

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Jae-Hun and Kim, ChanYoung and Sull, Sanghoon}, title = {Weakly Supervised Segmentation of Small Buildings With Point Labels}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7406-7415} }

Online Knowledge Distillation for Efficient Pose Estimation

Zheng Li,

Jingwen Ye,

Mingli Song,

Ying Huang,

Zhigeng Pan

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zheng and Ye, Jingwen and Song, Mingli and Huang, Ying and Pan, Zhigeng}, title = {Online Knowledge Distillation for Efficient Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11740-11750} }

HAA500: Human-Centric Atomic Action Dataset With Curated Videos

Jihoon Chung,

Cheng-hsin Wuu,

Hsuan-ru Yang,

Yu-Wing Tai,

Chi-Keung Tang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chung_2021_ICCV, author = {Chung, Jihoon and Wuu, Cheng-hsin and Yang, Hsuan-ru and Tai, Yu-Wing and Tang, Chi-Keung}, title = {HAA500: Human-Centric Atomic Action Dataset With Curated Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13465-13474} }

Efficient Large Scale Inlier Voting for Geometric Vision Problems

Dror Aiger,

Simon Lynen,

Jan Hosang,

Bernhard Zeisl

[pdf] [arXiv]

[bibtex]

@InProceedings{Aiger_2021_ICCV, author = {Aiger, Dror and Lynen, Simon and Hosang, Jan and Zeisl, Bernhard}, title = {Efficient Large Scale Inlier Voting for Geometric Vision Problems}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3243-3251} }

From Goals, Waypoints & Paths to Long Term Human Trajectory Forecasting

Karttikeya Mangalam,

Yang An,

Harshayu Girase,

Jitendra Malik

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mangalam_2021_ICCV, author = {Mangalam, Karttikeya and An, Yang and Girase, Harshayu and Malik, Jitendra}, title = {From Goals, Waypoints \& Paths to Long Term Human Trajectory Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15233-15242} }

DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision

Shiyi Lan,

Zhiding Yu,

Christopher Choy,

Subhashree Radhakrishnan,

Guilin Liu,

Yuke Zhu,

Larry S. Davis,

Anima Anandkumar

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lan_2021_ICCV, author = {Lan, Shiyi and Yu, Zhiding and Choy, Christopher and Radhakrishnan, Subhashree and Liu, Guilin and Zhu, Yuke and Davis, Larry S. and Anandkumar, Anima}, title = {DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3406-3416} }

VENet: Voting Enhancement Network for 3D Object Detection

Qian Xie,

Yu-Kun Lai,

Jing Wu,

Zhoutao Wang,

Dening Lu,

Mingqiang Wei,

Jun Wang

[pdf]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Qian and Lai, Yu-Kun and Wu, Jing and Wang, Zhoutao and Lu, Dening and Wei, Mingqiang and Wang, Jun}, title = {VENet: Voting Enhancement Network for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3712-3721} }

Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer

Haoyu Chen,

Hao Tang,

Henglin Shi,

Wei Peng,

Nicu Sebe,

Guoying Zhao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Haoyu and Tang, Hao and Shi, Henglin and Peng, Wei and Sebe, Nicu and Zhao, Guoying}, title = {Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8630-8639} }

Aggregation With Feature Detection

Shuyang Sun,

Xiaoyu Yue,

Xiaojuan Qi,

Wanli Ouyang,

Victor Adrian Prisacariu,

Philip H.S. Torr

[pdf]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Shuyang and Yue, Xiaoyu and Qi, Xiaojuan and Ouyang, Wanli and Prisacariu, Victor Adrian and Torr, Philip H.S.}, title = {Aggregation With Feature Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {527-536} }

Multi-Echo LiDAR for 3D Object Detection

Yunze Man,

Xinshuo Weng,

Prasanna Kumar Sivakumar,

Matthew O'Toole,

Kris M. Kitani

[pdf] [supp]

[bibtex]

@InProceedings{Man_2021_ICCV, author = {Man, Yunze and Weng, Xinshuo and Sivakumar, Prasanna Kumar and O'Toole, Matthew and Kitani, Kris M.}, title = {Multi-Echo LiDAR for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3763-3772} }

Self-Regulation for Semantic Segmentation

Dong Zhang,

Hanwang Zhang,

Jinhui Tang,

Xian-Sheng Hua,

Qianru Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Dong and Zhang, Hanwang and Tang, Jinhui and Hua, Xian-Sheng and Sun, Qianru}, title = {Self-Regulation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6953-6963} }

Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery

Zhenbo Yu,

Junjie Wang,

Jingwei Xu,

Bingbing Ni,

Chenglong Zhao,

Minsi Wang,

Wenjun Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Zhenbo and Wang, Junjie and Xu, Jingwei and Ni, Bingbing and Zhao, Chenglong and Wang, Minsi and Zhang, Wenjun}, title = {Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8619-8629} }

ReCU: Reviving the Dead Weights in Binary Neural Networks

Zihan Xu,

Mingbao Lin,

Jianzhuang Liu,

Jie Chen,

Ling Shao,

Yue Gao,

Yonghong Tian,

Rongrong Ji

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Zihan and Lin, Mingbao and Liu, Jianzhuang and Chen, Jie and Shao, Ling and Gao, Yue and Tian, Yonghong and Ji, Rongrong}, title = {ReCU: Reviving the Dead Weights in Binary Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5198-5208} }

Membership Inference Attacks Are Easier on Difficult Problems

Avital Shafran,

Shmuel Peleg,

Yedid Hoshen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shafran_2021_ICCV, author = {Shafran, Avital and Peleg, Shmuel and Hoshen, Yedid}, title = {Membership Inference Attacks Are Easier on Difficult Problems}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14820-14829} }

Auxiliary Tasks and Exploration Enable ObjectGoal Navigation

Joel Ye,

Dhruv Batra,

Abhishek Das,

Erik Wijmans

[pdf] [supp]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Joel and Batra, Dhruv and Das, Abhishek and Wijmans, Erik}, title = {Auxiliary Tasks and Exploration Enable ObjectGoal Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16117-16126} }

Semantic-Embedded Unsupervised Spectral Reconstruction From Single RGB Images in the Wild

Zhiyu Zhu,

Hui Liu,

Junhui Hou,

Huanqiang Zeng,

Qingfu Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Zhiyu and Liu, Hui and Hou, Junhui and Zeng, Huanqiang and Zhang, Qingfu}, title = {Semantic-Embedded Unsupervised Spectral Reconstruction From Single RGB Images in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2279-2288} }

Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization

Linjiang Huang,

Liang Wang,

Hongsheng Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Linjiang and Wang, Liang and Li, Hongsheng}, title = {Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8002-8011} }

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks

Alexandre Ramé,

Rémy Sun,

Matthieu Cord

[pdf] [supp]

[bibtex]

@InProceedings{Rame_2021_ICCV, author = {Ram\'e, Alexandre and Sun, R\'emy and Cord, Matthieu}, title = {MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {823-833} }

CrowdDriven: A New Challenging Dataset for Outdoor Visual Localization

Ara Jafarzadeh,

Manuel López Antequera,

Pau Gargallo,

Yubin Kuang,

Carl Toft,

Fredrik Kahl,

Torsten Sattler

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jafarzadeh_2021_ICCV, author = {Jafarzadeh, Ara and Antequera, Manuel L\'opez and Gargallo, Pau and Kuang, Yubin and Toft, Carl and Kahl, Fredrik and Sattler, Torsten}, title = {CrowdDriven: A New Challenging Dataset for Outdoor Visual Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9845-9855} }

PnP-DETR: Towards Efficient Visual Analysis With Transformers

Tao Wang,

Li Yuan,

Yunpeng Chen,

Jiashi Feng,

Shuicheng Yan

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tao and Yuan, Li and Chen, Yunpeng and Feng, Jiashi and Yan, Shuicheng}, title = {PnP-DETR: Towards Efficient Visual Analysis With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4661-4670} }

PlaneTR: Structure-Guided Transformers for 3D Plane Recovery

Bin Tan,

Nan Xue,

Song Bai,

Tianfu Wu,

Gui-Song Xia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tan_2021_ICCV, author = {Tan, Bin and Xue, Nan and Bai, Song and Wu, Tianfu and Xia, Gui-Song}, title = {PlaneTR: Structure-Guided Transformers for 3D Plane Recovery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4186-4195} }

Concept Generalization in Visual Representation Learning

Mert Bulent Sariyildiz,

Yannis Kalantidis,

Diane Larlus,

Karteek Alahari

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sariyildiz_2021_ICCV, author = {Sariyildiz, Mert Bulent and Kalantidis, Yannis and Larlus, Diane and Alahari, Karteek}, title = {Concept Generalization in Visual Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9629-9639} }

Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks

Dahye Kim,

Byung-Woo Hong

[pdf]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Dahye and Hong, Byung-Woo}, title = {Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7324-7334} }

DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer

Wenju Xu,

Chengjiang Long,

Ruisheng Wang,

Guanghui Wang

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Wenju and Long, Chengjiang and Wang, Ruisheng and Wang, Guanghui}, title = {DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6383-6392} }

Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery

Samir Yitzhak Gadre,

Kiana Ehsani,

Shuran Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gadre_2021_ICCV, author = {Gadre, Samir Yitzhak and Ehsani, Kiana and Song, Shuran}, title = {Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15752-15761} }

DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks

Isha Garg,

Sayeed Shafayet Chowdhury,

Kaushik Roy

[pdf] [supp]

[bibtex]

@InProceedings{Garg_2021_ICCV, author = {Garg, Isha and Chowdhury, Sayeed Shafayet and Roy, Kaushik}, title = {DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4671-4680} }

Learning To Resize Images for Computer Vision Tasks

Hossein Talebi,

Peyman Milanfar

[pdf] [arXiv]

[bibtex]

@InProceedings{Talebi_2021_ICCV, author = {Talebi, Hossein and Milanfar, Peyman}, title = {Learning To Resize Images for Computer Vision Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {497-506} }

Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint

Zhidong Yang,

Fa Zhang,

Renmin Han

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Zhidong and Zhang, Fa and Han, Renmin}, title = {Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4056-4065} }

The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization

Dan Hendrycks,

Steven Basart,

Norman Mu,

Saurav Kadavath,

Frank Wang,

Evan Dorundo,

Rahul Desai,

Tyler Zhu,

Samyak Parajuli,

Mike Guo,

Dawn Song,

Jacob Steinhardt,

Justin Gilmer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hendrycks_2021_ICCV, author = {Hendrycks, Dan and Basart, Steven and Mu, Norman and Kadavath, Saurav and Wang, Frank and Dorundo, Evan and Desai, Rahul and Zhu, Tyler and Parajuli, Samyak and Guo, Mike and Song, Dawn and Steinhardt, Jacob and Gilmer, Justin}, title = {The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8340-8349} }

Field of Junctions: Extracting Boundary Structure at Low SNR

Dor Verbin,

Todd Zickler

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Verbin_2021_ICCV, author = {Verbin, Dor and Zickler, Todd}, title = {Field of Junctions: Extracting Boundary Structure at Low SNR}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6869-6878} }

Crowd Counting With Partial Annotations in an Image

Yanyu Xu,

Ziming Zhong,

Dongze Lian,

Jing Li,

Zhengxin Li,

Xinxing Xu,

Shenghua Gao

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Yanyu and Zhong, Ziming and Lian, Dongze and Li, Jing and Li, Zhengxin and Xu, Xinxing and Gao, Shenghua}, title = {Crowd Counting With Partial Annotations in an Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15570-15579} }

Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations

Zike Yan,

Yuxin Tian,

Xuesong Shi,

Ping Guo,

Peng Wang,

Hongbin Zha

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Zike and Tian, Yuxin and Shi, Xuesong and Guo, Ping and Wang, Peng and Zha, Hongbin}, title = {Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15782-15792} }

LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies

Dominic Roberts,

Ara Danielyan,

Hang Chu,

Mani Golparvar-Fard,

David Forsyth

[pdf] [supp]

[bibtex]

@InProceedings{Roberts_2021_ICCV, author = {Roberts, Dominic and Danielyan, Ara and Chu, Hang and Golparvar-Fard, Mani and Forsyth, David}, title = {LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5836-5845} }

Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping

Dongha Lee,

Sehun Yu,

Hyunjun Ju,

Hwanjo Yu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Dongha and Yu, Sehun and Ju, Hyunjun and Yu, Hwanjo}, title = {Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7355-7364} }

Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition

Yaobin Zhang,

Weihong Deng,

Yaoyao Zhong,

Jiani Hu,

Xian Li,

Dongyue Zhao,

Dongchao Wen

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yaobin and Deng, Weihong and Zhong, Yaoyao and Hu, Jiani and Li, Xian and Zhao, Dongyue and Wen, Dongchao}, title = {Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15065-15075} }

Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence

Ronghan Chen,

Yang Cong,

Jiahua Dong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Ronghan and Cong, Yang and Dong, Jiahua}, title = {Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8361-8370} }

Learning Action Completeness From Points for Weakly-Supervised Temporal Action Localization

Pilhyeon Lee,

Hyeran Byun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Pilhyeon and Byun, Hyeran}, title = {Learning Action Completeness From Points for Weakly-Supervised Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13648-13657} }

Re-Distributing Biased Pseudo Labels for Semi-Supervised Semantic Segmentation: A Baseline Investigation

Ruifei He,

Jihan Yang,

Xiaojuan Qi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Ruifei and Yang, Jihan and Qi, Xiaojuan}, title = {Re-Distributing Biased Pseudo Labels for Semi-Supervised Semantic Segmentation: A Baseline Investigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6930-6940} }

Visformer: The Vision-Friendly Transformer

Zhengsu Chen,

Lingxi Xie,

Jianwei Niu,

Xuefeng Liu,

Longhui Wei,

Qi Tian

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zhengsu and Xie, Lingxi and Niu, Jianwei and Liu, Xuefeng and Wei, Longhui and Tian, Qi}, title = {Visformer: The Vision-Friendly Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {589-598} }

Learning Indoor Inverse Rendering With 3D Spatially-Varying Lighting

Zian Wang,

Jonah Philion,

Sanja Fidler,

Jan Kautz

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zian and Philion, Jonah and Fidler, Sanja and Kautz, Jan}, title = {Learning Indoor Inverse Rendering With 3D Spatially-Varying Lighting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12538-12547} }

DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling

Akis Linardos,

Matthias Kümmerer,

Ori Press,

Matthias Bethge

[pdf] [supp]

[bibtex]

@InProceedings{Linardos_2021_ICCV, author = {Linardos, Akis and K\"ummerer, Matthias and Press, Ori and Bethge, Matthias}, title = {DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12919-12928} }

Learning To Drive From a World on Rails

Dian Chen,

Vladlen Koltun,

Philipp Krähenbühl

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Dian and Koltun, Vladlen and Kr\"ahenb\"uhl, Philipp}, title = {Learning To Drive From a World on Rails}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15590-15599} }

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies

Sida Peng,

Junting Dong,

Qianqian Wang,

Shangzhan Zhang,

Qing Shuai,

Xiaowei Zhou,

Hujun Bao

[pdf] [arXiv]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Sida and Dong, Junting and Wang, Qianqian and Zhang, Shangzhan and Shuai, Qing and Zhou, Xiaowei and Bao, Hujun}, title = {Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14314-14323} }

OpenGAN: Open-Set Recognition via Open Data Generation

Shu Kong,

Deva Ramanan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kong_2021_ICCV, author = {Kong, Shu and Ramanan, Deva}, title = {OpenGAN: Open-Set Recognition via Open Data Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {813-822} }

Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data

Abdullah Abuolaim,

Mauricio Delbracio,

Damien Kelly,

Michael S. Brown,

Peyman Milanfar

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Abuolaim_2021_ICCV, author = {Abuolaim, Abdullah and Delbracio, Mauricio and Kelly, Damien and Brown, Michael S. and Milanfar, Peyman}, title = {Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2289-2298} }

Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation

Yuxi Wang,

Junran Peng,

ZhaoXiang Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yuxi and Peng, Junran and Zhang, ZhaoXiang}, title = {Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9092-9101} }

Mining Contextual Information Beyond Image for Semantic Segmentation

Zhenchao Jin,

Tao Gong,

Dongdong Yu,

Qi Chu,

Jian Wang,

Changhu Wang,

Jie Shao

[pdf] [arXiv]

[bibtex]

@InProceedings{Jin_2021_ICCV, author = {Jin, Zhenchao and Gong, Tao and Yu, Dongdong and Chu, Qi and Wang, Jian and Wang, Changhu and Shao, Jie}, title = {Mining Contextual Information Beyond Image for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7231-7241} }

A General Recurrent Tracking Framework Without Real Data

Shuai Wang,

Hao Sheng,

Yang Zhang,

Yubin Wu,

Zhang Xiong

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Shuai and Sheng, Hao and Zhang, Yang and Wu, Yubin and Xiong, Zhang}, title = {A General Recurrent Tracking Framework Without Real Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13219-13228} }

Knowledge Mining and Transferring for Domain Adaptive Object Detection

Kun Tian,

Chenghao Zhang,

Ying Wang,

Shiming Xiang,

Chunhong Pan

[pdf] [supp]

[bibtex]

@InProceedings{Tian_2021_ICCV, author = {Tian, Kun and Zhang, Chenghao and Wang, Ying and Xiang, Shiming and Pan, Chunhong}, title = {Knowledge Mining and Transferring for Domain Adaptive Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9133-9142} }

Cloud Transformers: A Universal Approach to Point Cloud Processing Tasks

Kirill Mazur,

Victor Lempitsky

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mazur_2021_ICCV, author = {Mazur, Kirill and Lempitsky, Victor}, title = {Cloud Transformers: A Universal Approach to Point Cloud Processing Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10715-10724} }

TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images

Zimeng Zhao,

Xi Zhao,

Yangang Wang

[pdf] [supp]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Zimeng and Zhao, Xi and Wang, Yangang}, title = {TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11666-11676} }

Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition

Ayan Kumar Bhunia,

Aneeshan Sain,

Amandeep Kumar,

Shuvozit Ghose,

Pinaki Nath Chowdhury,

Yi-Zhe Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhunia_2021_ICCV, author = {Bhunia, Ayan Kumar and Sain, Aneeshan and Kumar, Amandeep and Ghose, Shuvozit and Chowdhury, Pinaki Nath and Song, Yi-Zhe}, title = {Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14940-14949} }

Video Self-Stitching Graph Network for Temporal Action Localization

Chen Zhao,

Ali K. Thabet,

Bernard Ghanem

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Chen and Thabet, Ali K. and Ghanem, Bernard}, title = {Video Self-Stitching Graph Network for Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13658-13667} }

Dynamic Dual Gating Neural Networks

Fanrong Li,

Gang Li,

Xiangyu He,

Jian Cheng

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Fanrong and Li, Gang and He, Xiangyu and Cheng, Jian}, title = {Dynamic Dual Gating Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5330-5339} }

Gravity-Aware Monocular 3D Human-Object Reconstruction

Rishabh Dabral,

Soshi Shimada,

Arjun Jain,

Christian Theobalt,

Vladislav Golyanik

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dabral_2021_ICCV, author = {Dabral, Rishabh and Shimada, Soshi and Jain, Arjun and Theobalt, Christian and Golyanik, Vladislav}, title = {Gravity-Aware Monocular 3D Human-Object Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12365-12374} }

Exploring Relational Context for Multi-Task Dense Prediction

David Brüggemann,

Menelaos Kanakis,

Anton Obukhov,

Stamatios Georgoulis,

Luc Van Gool

[pdf] [supp]

[bibtex]

@InProceedings{Bruggemann_2021_ICCV, author = {Br\"uggemann, David and Kanakis, Menelaos and Obukhov, Anton and Georgoulis, Stamatios and Van Gool, Luc}, title = {Exploring Relational Context for Multi-Task Dense Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15869-15878} }

Going Deeper With Image Transformers

Hugo Touvron,

Matthieu Cord,

Alexandre Sablayrolles,

Gabriel Synnaeve,

Hervé Jégou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Touvron_2021_ICCV, author = {Touvron, Hugo and Cord, Matthieu and Sablayrolles, Alexandre and Synnaeve, Gabriel and J\'egou, Herv\'e}, title = {Going Deeper With Image Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {32-42} }

UltraPose: Synthesizing Dense Pose With 1 Billion Points by Human-Body Decoupling 3D Model

Haonan Yan,

Jiaqi Chen,

Xujie Zhang,

Shengkai Zhang,

Nianhong Jiao,

Xiaodan Liang,

Tianxiang Zheng

[pdf]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Haonan and Chen, Jiaqi and Zhang, Xujie and Zhang, Shengkai and Jiao, Nianhong and Liang, Xiaodan and Zheng, Tianxiang}, title = {UltraPose: Synthesizing Dense Pose With 1 Billion Points by Human-Body Decoupling 3D Model}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10891-10900} }

Hand Image Understanding via Deep Multi-Task Learning

Xiong Zhang,

Hongsheng Huang,

Jianchao Tan,

Hongmin Xu,

Cheng Yang,

Guozhu Peng,

Lei Wang,

Ji Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Xiong and Huang, Hongsheng and Tan, Jianchao and Xu, Hongmin and Yang, Cheng and Peng, Guozhu and Wang, Lei and Liu, Ji}, title = {Hand Image Understanding via Deep Multi-Task Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11281-11292} }

MFNet: Multi-Filter Directive Network for Weakly Supervised Salient Object Detection

Yongri Piao,

Jian Wang,

Miao Zhang,

Huchuan Lu

[pdf]

[bibtex]

@InProceedings{Piao_2021_ICCV, author = {Piao, Yongri and Wang, Jian and Zhang, Miao and Lu, Huchuan}, title = {MFNet: Multi-Filter Directive Network for Weakly Supervised Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4136-4145} }

DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation

Wentao Bao,

Qi Yu,

Yu Kong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bao_2021_ICCV, author = {Bao, Wentao and Yu, Qi and Kong, Yu}, title = {DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7619-7628} }

On the Importance of Distractors for Few-Shot Classification

Rajshekhar Das,

Yu-Xiong Wang,

José M. F. Moura

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Das_2021_ICCV, author = {Das, Rajshekhar and Wang, Yu-Xiong and Moura, Jos\'e M. F.}, title = {On the Importance of Distractors for Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9030-9040} }

Zero-Shot Natural Language Video Localization

Jinwoo Nam,

Daechul Ahn,

Dongyeop Kang,

Seong Jong Ha,

Jonghyun Choi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Nam_2021_ICCV, author = {Nam, Jinwoo and Ahn, Daechul and Kang, Dongyeop and Ha, Seong Jong and Choi, Jonghyun}, title = {Zero-Shot Natural Language Video Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1470-1479} }

Deep Halftoning With Reversible Binary Pattern

Menghan Xia,

Wenbo Hu,

Xueting Liu,

Tien-Tsin Wong

[pdf] [supp]

[bibtex]

@InProceedings{Xia_2021_ICCV, author = {Xia, Menghan and Hu, Wenbo and Liu, Xueting and Wong, Tien-Tsin}, title = {Deep Halftoning With Reversible Binary Pattern}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14000-14009} }

Robustness via Cross-Domain Ensembles

Teresa Yeo,

Oğuzhan Fatih Kar,

Amir Zamir

[pdf] [arXiv]

[bibtex]

@InProceedings{Yeo_2021_ICCV, author = {Yeo, Teresa and Kar, O\u{g}uzhan Fatih and Zamir, Amir}, title = {Robustness via Cross-Domain Ensembles}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12189-12199} }

Topic Scene Graph Generation by Attention Distillation From Caption

Wenbin Wang,

Ruiping Wang,

Xilin Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Wenbin and Wang, Ruiping and Chen, Xilin}, title = {Topic Scene Graph Generation by Attention Distillation From Caption}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15900-15910} }

FFT-OT: A Fast Algorithm for Optimal Transportation

Na Lei,

Xianfeng Gu

[pdf] [supp]

[bibtex]

@InProceedings{Lei_2021_ICCV, author = {Lei, Na and Gu, Xianfeng}, title = {FFT-OT: A Fast Algorithm for Optimal Transportation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6280-6289} }

Contrastive Learning for Label Efficient Semantic Segmentation

Xiangyun Zhao,

Raviteja Vemulapalli,

Philip Andrew Mansfield,

Boqing Gong,

Bradley Green,

Lior Shapira,

Ying Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Xiangyun and Vemulapalli, Raviteja and Mansfield, Philip Andrew and Gong, Boqing and Green, Bradley and Shapira, Lior and Wu, Ying}, title = {Contrastive Learning for Label Efficient Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10623-10633} }

Progressive Correspondence Pruning by Consensus Learning

Chen Zhao,

Yixiao Ge,

Feng Zhu,

Rui Zhao,

Hongsheng Li,

Mathieu Salzmann

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Chen and Ge, Yixiao and Zhu, Feng and Zhao, Rui and Li, Hongsheng and Salzmann, Mathieu}, title = {Progressive Correspondence Pruning by Consensus Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6464-6473} }

BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation

Thanh-Dat Truong,

Chi Nhan Duong,

Ngan Le,

Son Lam Phung,

Chase Rainwater,

Khoa Luu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Truong_2021_ICCV, author = {Truong, Thanh-Dat and Duong, Chi Nhan and Le, Ngan and Phung, Son Lam and Rainwater, Chase and Luu, Khoa}, title = {BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8548-8557} }

Multiscale Vision Transformers

Haoqi Fan,

Bo Xiong,

Karttikeya Mangalam,

Yanghao Li,

Zhicheng Yan,

Jitendra Malik,

Christoph Feichtenhofer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Haoqi and Xiong, Bo and Mangalam, Karttikeya and Li, Yanghao and Yan, Zhicheng and Malik, Jitendra and Feichtenhofer, Christoph}, title = {Multiscale Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6824-6835} }

Robust Small Object Detection on the Water Surface Through Fusion of Camera and Millimeter Wave Radar

Yuwei Cheng,

Hu Xu,

Yimin Liu

[pdf]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Yuwei and Xu, Hu and Liu, Yimin}, title = {Robust Small Object Detection on the Water Surface Through Fusion of Camera and Millimeter Wave Radar}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15263-15272} }

Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo

Taekyung Kim,

Jaehoon Choi,

Seokeon Choi,

Dongki Jung,

Changick Kim

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Taekyung and Choi, Jaehoon and Choi, Seokeon and Jung, Dongki and Kim, Changick}, title = {Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6178-6186} }

Multispectral Illumination Estimation Using Deep Unrolling Network

Yuqi Li,

Qiang Fu,

Wolfgang Heidrich

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yuqi and Fu, Qiang and Heidrich, Wolfgang}, title = {Multispectral Illumination Estimation Using Deep Unrolling Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2672-2681} }

GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer

Shuaicheng Li,

Qianggang Cao,

Lingbo Liu,

Kunlin Yang,

Shinan Liu,

Jun Hou,

Shuai Yi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Shuaicheng and Cao, Qianggang and Liu, Lingbo and Yang, Kunlin and Liu, Shinan and Hou, Jun and Yi, Shuai}, title = {GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13668-13677} }

BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation

Yahao Liu,

Jinhong Deng,

Xinchen Gao,

Wen Li,

Lixin Duan

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yahao and Deng, Jinhong and Gao, Xinchen and Li, Wen and Duan, Lixin}, title = {BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8801-8811} }

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild

Vida Adeli,

Mahsa Ehsanpour,

Ian Reid,

Juan Carlos Niebles,

Silvio Savarese,

Ehsan Adeli,

Hamid Rezatofighi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Adeli_2021_ICCV, author = {Adeli, Vida and Ehsanpour, Mahsa and Reid, Ian and Niebles, Juan Carlos and Savarese, Silvio and Adeli, Ehsan and Rezatofighi, Hamid}, title = {TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13390-13400} }

Conditional DETR for Fast Training Convergence

Depu Meng,

Xiaokang Chen,

Zejia Fan,

Gang Zeng,

Houqiang Li,

Yuhui Yuan,

Lei Sun,

Jingdong Wang

[pdf] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Depu and Chen, Xiaokang and Fan, Zejia and Zeng, Gang and Li, Houqiang and Yuan, Yuhui and Sun, Lei and Wang, Jingdong}, title = {Conditional DETR for Fast Training Convergence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3651-3660} }

Distilling Global and Local Logits With Densely Connected Relations

Youmin Kim,

Jinbae Park,

YounHo Jang,

Muhammad Ali,

Tae-Hyun Oh,

Sung-Ho Bae

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Youmin and Park, Jinbae and Jang, YounHo and Ali, Muhammad and Oh, Tae-Hyun and Bae, Sung-Ho}, title = {Distilling Global and Local Logits With Densely Connected Relations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6290-6300} }

A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection

Shelly Sheynin,

Sagie Benaim,

Lior Wolf

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sheynin_2021_ICCV, author = {Sheynin, Shelly and Benaim, Sagie and Wolf, Lior}, title = {A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8495-8504} }

MVTN: Multi-View Transformation Network for 3D Shape Recognition

Abdullah Hamdi,

Silvio Giancola,

Bernard Ghanem

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hamdi_2021_ICCV, author = {Hamdi, Abdullah and Giancola, Silvio and Ghanem, Bernard}, title = {MVTN: Multi-View Transformation Network for 3D Shape Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1-11} }

GNeRF: GAN-Based Neural Radiance Field Without Posed Camera

Quan Meng,

Anpei Chen,

Haimin Luo,

Minye Wu,

Hao Su,

Lan Xu,

Xuming He,

Jingyi Yu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Quan and Chen, Anpei and Luo, Haimin and Wu, Minye and Su, Hao and Xu, Lan and He, Xuming and Yu, Jingyi}, title = {GNeRF: GAN-Based Neural Radiance Field Without Posed Camera}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6351-6361} }

ODAM: Object Detection, Association, and Mapping Using Posed RGB Video

Kejie Li,

Daniel DeTone,

Yu Fan (Steven) Chen,

Minh Vo,

Ian Reid,

Hamid Rezatofighi,

Chris Sweeney,

Julian Straub,

Richard Newcombe

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Kejie and DeTone, Daniel and Chen, Yu Fan (Steven) and Vo, Minh and Reid, Ian and Rezatofighi, Hamid and Sweeney, Chris and Straub, Julian and Newcombe, Richard}, title = {ODAM: Object Detection, Association, and Mapping Using Posed RGB Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5998-6008} }

Learning Specialized Activation Functions With the Piecewise Linear Unit

Yucong Zhou,

Zezhou Zhu,

Zhao Zhong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yucong and Zhu, Zezhou and Zhong, Zhao}, title = {Learning Specialized Activation Functions With the Piecewise Linear Unit}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12095-12104} }

Viewpoint Invariant Dense Matching for Visual Geolocalization

Gabriele Berton,

Carlo Masone,

Valerio Paolicelli,

Barbara Caputo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Berton_2021_ICCV, author = {Berton, Gabriele and Masone, Carlo and Paolicelli, Valerio and Caputo, Barbara}, title = {Viewpoint Invariant Dense Matching for Visual Geolocalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12169-12178} }

Dual Contrastive Loss and Attention for GANs

Ning Yu,

Guilin Liu,

Aysegul Dundar,

Andrew Tao,

Bryan Catanzaro,

Larry S. Davis,

Mario Fritz

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Ning and Liu, Guilin and Dundar, Aysegul and Tao, Andrew and Catanzaro, Bryan and Davis, Larry S. and Fritz, Mario}, title = {Dual Contrastive Loss and Attention for GANs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6731-6742} }

Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion

Zihang Lai,

Sifei Liu,

Alexei A. Efros,

Xiaolong Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lai_2021_ICCV, author = {Lai, Zihang and Liu, Sifei and Efros, Alexei A. and Wang, Xiaolong}, title = {Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9730-9740} }

Adaptive Convolutions With Per-Pixel Dynamic Filter Atom

Ze Wang,

Zichen Miao,

Jun Hu,

Qiang Qiu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ze and Miao, Zichen and Hu, Jun and Qiu, Qiang}, title = {Adaptive Convolutions With Per-Pixel Dynamic Filter Atom}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12302-12311} }

Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition

James Hong,

Matthew Fisher,

Michaël Gharbi,

Kayvon Fatahalian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hong_2021_ICCV, author = {Hong, James and Fisher, Matthew and Gharbi, Micha\"el and Fatahalian, Kayvon}, title = {Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9254-9263} }

Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data

Tianjiao Li,

Qiuhong Ke,

Hossein Rahmani,

Rui En Ho,

Henghui Ding,

Jun Liu

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Tianjiao and Ke, Qiuhong and Rahmani, Hossein and Ho, Rui En and Ding, Henghui and Liu, Jun}, title = {Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13434-13443} }

Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories

Fait Poms,

Vishnu Sarukkai,

Ravi Teja Mullapudi,

Nimit S. Sohoni,

William R. Mark,

Deva Ramanan,

Kayvon Fatahalian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Poms_2021_ICCV, author = {Poms, Fait and Sarukkai, Vishnu and Mullapudi, Ravi Teja and Sohoni, Nimit S. and Mark, William R. and Ramanan, Deva and Fatahalian, Kayvon}, title = {Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10705-10714} }

Deep Matching Prior: Test-Time Optimization for Dense Correspondence

Sunghwan Hong,

Seungryong Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hong_2021_ICCV, author = {Hong, Sunghwan and Kim, Seungryong}, title = {Deep Matching Prior: Test-Time Optimization for Dense Correspondence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9907-9917} }

DualPoseNet: Category-Level 6D Object Pose and Size Estimation Using Dual Pose Network With Refined Learning of Pose Consistency

Jiehong Lin,

Zewei Wei,

Zhihao Li,

Songcen Xu,

Kui Jia,

Yuanqing Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Jiehong and Wei, Zewei and Li, Zhihao and Xu, Songcen and Jia, Kui and Li, Yuanqing}, title = {DualPoseNet: Category-Level 6D Object Pose and Size Estimation Using Dual Pose Network With Refined Learning of Pose Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3560-3569} }

MDETR - Modulated Detection for End-to-End Multi-Modal Understanding

Aishwarya Kamath,

Mannat Singh,

Yann LeCun,

Gabriel Synnaeve,

Ishan Misra,

Nicolas Carion

[pdf] [supp]

[bibtex]

@InProceedings{Kamath_2021_ICCV, author = {Kamath, Aishwarya and Singh, Mannat and LeCun, Yann and Synnaeve, Gabriel and Misra, Ishan and Carion, Nicolas}, title = {MDETR - Modulated Detection for End-to-End Multi-Modal Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1780-1790} }

Calibrated and Partially Calibrated Semi-Generalized Homographies

Snehal Bhayani,

Torsten Sattler,

Daniel Barath,

Patrik Beliansky,

Janne Heikkilä,

Zuzana Kukelova

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhayani_2021_ICCV, author = {Bhayani, Snehal and Sattler, Torsten and Barath, Daniel and Beliansky, Patrik and Heikkil\"a, Janne and Kukelova, Zuzana}, title = {Calibrated and Partially Calibrated Semi-Generalized Homographies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5936-5945} }

End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks

Tao Wang,

Ning Xu,

Kean Chen,

Weiyao Lin

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tao and Xu, Ning and Chen, Kean and Lin, Weiyao}, title = {End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10797-10806} }

The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation

Vighnesh Birodkar,

Zhichao Lu,

Siyang Li,

Vivek Rathod,

Jonathan Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Birodkar_2021_ICCV, author = {Birodkar, Vighnesh and Lu, Zhichao and Li, Siyang and Rathod, Vivek and Huang, Jonathan}, title = {The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7015-7025} }

The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data

Cheng Gu,

Erik Learned-Miller,

Daniel Sheldon,

Guillermo Gallego,

Pia Bideau

[pdf] [supp]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Cheng and Learned-Miller, Erik and Sheldon, Daniel and Gallego, Guillermo and Bideau, Pia}, title = {The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13495-13504} }

Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition

Heeseung Kwon,

Manjin Kim,

Suha Kwak,

Minsu Cho

[pdf] [supp]

[bibtex]

@InProceedings{Kwon_2021_ICCV, author = {Kwon, Heeseung and Kim, Manjin and Kwak, Suha and Cho, Minsu}, title = {Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13065-13075} }

Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation

Guile Wu,

Shaogang Gong

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Guile and Gong, Shaogang}, title = {Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6484-6493} }

CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction

Yu Zeng,

Zhe Lin,

Huchuan Lu,

Vishal M. Patel

[pdf]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Yu and Lin, Zhe and Lu, Huchuan and Patel, Vishal M.}, title = {CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14164-14173} }

LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving

Alexander Cui,

Sergio Casas,

Abbas Sadat,

Renjie Liao,

Raquel Urtasun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Alexander and Casas, Sergio and Sadat, Abbas and Liao, Renjie and Urtasun, Raquel}, title = {LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16107-16116} }

Causal Attention for Unbiased Visual Recognition

Tan Wang,

Chang Zhou,

Qianru Sun,

Hanwang Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tan and Zhou, Chang and Sun, Qianru and Zhang, Hanwang}, title = {Causal Attention for Unbiased Visual Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3091-3100} }

EC-DARTS: Inducing Equalized and Consistent Optimization Into DARTS

Qinqin Zhou,

Xiawu Zheng,

Liujuan Cao,

Bineng Zhong,

Teng Xi,

Gang Zhang,

Errui Ding,

Mingliang Xu,

Rongrong Ji

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Qinqin and Zheng, Xiawu and Cao, Liujuan and Zhong, Bineng and Xi, Teng and Zhang, Gang and Ding, Errui and Xu, Mingliang and Ji, Rongrong}, title = {EC-DARTS: Inducing Equalized and Consistent Optimization Into DARTS}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11986-11995} }

Detecting Persuasive Atypicality by Modeling Contextual Compatibility

Meiqi Guo,

Rebecca Hwa,

Adriana Kovashka

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Meiqi and Hwa, Rebecca and Kovashka, Adriana}, title = {Detecting Persuasive Atypicality by Modeling Contextual Compatibility}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {972-982} }

Warp-Refine Propagation: Semi-Supervised Auto-Labeling via Cycle-Consistency

Aditya Ganeshan,

Alexis Vallet,

Yasunori Kudo,

Shin-ichi Maeda,

Tommi Kerola,

Rares Ambrus,

Dennis Park,

Adrien Gaidon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ganeshan_2021_ICCV, author = {Ganeshan, Aditya and Vallet, Alexis and Kudo, Yasunori and Maeda, Shin-ichi and Kerola, Tommi and Ambrus, Rares and Park, Dennis and Gaidon, Adrien}, title = {Warp-Refine Propagation: Semi-Supervised Auto-Labeling via Cycle-Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15499-15509} }

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi,

Sungwon Kim,

Yonghyun Jeong,

Youngjune Gwon,

Sungroh Yoon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Choi_2021_ICCV, author = {Choi, Jooyoung and Kim, Sungwon and Jeong, Yonghyun and Gwon, Youngjune and Yoon, Sungroh}, title = {ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14367-14376} }

STVGBert: A Visual-Linguistic Transformer Based Framework for Spatio-Temporal Video Grounding

Rui Su,

Qian Yu,

Dong Xu

[pdf]

[bibtex]

@InProceedings{Su_2021_ICCV, author = {Su, Rui and Yu, Qian and Xu, Dong}, title = {STVGBert: A Visual-Linguistic Transformer Based Framework for Spatio-Temporal Video Grounding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1533-1542} }

Universal Representation Learning From Multiple Domains for Few-Shot Classification

Wei-Hong Li,

Xialei Liu,

Hakan Bilen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Wei-Hong and Liu, Xialei and Bilen, Hakan}, title = {Universal Representation Learning From Multiple Domains for Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9526-9535} }

Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning

Kai Huang,

Jie Geng,

Wen Jiang,

Xinyang Deng,

Zhe Xu

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Kai and Geng, Jie and Jiang, Wen and Deng, Xinyang and Xu, Zhe}, title = {Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8671-8680} }

Learning Dual Priors for JPEG Compression Artifacts Removal

Xueyang Fu,

Xi Wang,

Aiping Liu,

Junwei Han,

Zheng-Jun Zha

[pdf]

[bibtex]

@InProceedings{Fu_2021_ICCV, author = {Fu, Xueyang and Wang, Xi and Liu, Aiping and Han, Junwei and Zha, Zheng-Jun}, title = {Learning Dual Priors for JPEG Compression Artifacts Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4086-4095} }

Searching for Two-Stream Models in Multivariate Space for Video Recognition

Xinyu Gong,

Heng Wang,

Mike Zheng Shou,

Matt Feiszli,

Zhangyang Wang,

Zhicheng Yan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Xinyu and Wang, Heng and Shou, Mike Zheng and Feiszli, Matt and Wang, Zhangyang and Yan, Zhicheng}, title = {Searching for Two-Stream Models in Multivariate Space for Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8033-8042} }

Refining Activation Downsampling With SoftPool

Alexandros Stergiou,

Ronald Poppe,

Grigorios Kalliatakis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Stergiou_2021_ICCV, author = {Stergiou, Alexandros and Poppe, Ronald and Kalliatakis, Grigorios}, title = {Refining Activation Downsampling With SoftPool}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10357-10366} }

Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing

Garvita Tiwari,

Nikolaos Sarafianos,

Tony Tung,

Gerard Pons-Moll

[pdf]

[bibtex]

@InProceedings{Tiwari_2021_ICCV, author = {Tiwari, Garvita and Sarafianos, Nikolaos and Tung, Tony and Pons-Moll, Gerard}, title = {Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11708-11718} }

Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing

Jae-Han Lee,

Chul Lee,

Chang-Su Kim

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Jae-Han and Lee, Chul and Kim, Chang-Su}, title = {Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5107-5116} }

MLVSNet: Multi-Level Voting Siamese Network for 3D Visual Tracking

Zhoutao Wang,

Qian Xie,

Yu-Kun Lai,

Jing Wu,

Kun Long,

Jun Wang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhoutao and Xie, Qian and Lai, Yu-Kun and Wu, Jing and Long, Kun and Wang, Jun}, title = {MLVSNet: Multi-Level Voting Siamese Network for 3D Visual Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3101-3110} }

ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot

Jiarui Cai,

Yizhou Wang,

Jenq-Neng Hwang

[pdf] [arXiv]

[bibtex]

@InProceedings{Cai_2021_ICCV, author = {Cai, Jiarui and Wang, Yizhou and Hwang, Jenq-Neng}, title = {ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {112-121} }

Hyperspectral Image Denoising With Realistic Data

Tao Zhang,

Ying Fu,

Cheng Li

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Tao and Fu, Ying and Li, Cheng}, title = {Hyperspectral Image Denoising With Realistic Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2248-2257} }

Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation

Won Young Jhoo,

Jae-Pil Heo

[pdf] [supp]

[bibtex]

@InProceedings{Jhoo_2021_ICCV, author = {Jhoo, Won Young and Heo, Jae-Pil}, title = {Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8896-8905} }

Rethinking Noise Synthesis and Modeling in Raw Denoising

Yi Zhang,

Hongwei Qin,

Xiaogang Wang,

Hongsheng Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yi and Qin, Hongwei and Wang, Xiaogang and Li, Hongsheng}, title = {Rethinking Noise Synthesis and Modeling in Raw Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4593-4601} }

Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective

Xuege Hou,

Yali Li,

Shengjin Wang

[pdf]

[bibtex]

@InProceedings{Hou_2021_ICCV, author = {Hou, Xuege and Li, Yali and Wang, Shengjin}, title = {Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3692-3701} }

Contact-Aware Retargeting of Skinned Motion

Ruben Villegas,

Duygu Ceylan,

Aaron Hertzmann,

Jimei Yang,

Jun Saito

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Villegas_2021_ICCV, author = {Villegas, Ruben and Ceylan, Duygu and Hertzmann, Aaron and Yang, Jimei and Saito, Jun}, title = {Contact-Aware Retargeting of Skinned Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9720-9729} }

Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds

Chaoda Zheng,

Xu Yan,

Jiantao Gao,

Weibing Zhao,

Wei Zhang,

Zhen Li,

Shuguang Cui

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Chaoda and Yan, Xu and Gao, Jiantao and Zhao, Weibing and Zhang, Wei and Li, Zhen and Cui, Shuguang}, title = {Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13199-13208} }

FATNN: Fast and Accurate Ternary Neural Networks

Peng Chen,

Bohan Zhuang,

Chunhua Shen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Peng and Zhuang, Bohan and Shen, Chunhua}, title = {FATNN: Fast and Accurate Ternary Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5219-5228} }

Multitask AET With Orthogonal Tangent Regularity for Dark Object Detection

Ziteng Cui,

Guo-Jun Qi,

Lin Gu,

Shaodi You,

Zenghui Zhang,

Tatsuya Harada

[pdf] [supp]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Ziteng and Qi, Guo-Jun and Gu, Lin and You, Shaodi and Zhang, Zenghui and Harada, Tatsuya}, title = {Multitask AET With Orthogonal Tangent Regularity for Dark Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2553-2562} }

Field-Guide-Inspired Zero-Shot Learning

Utkarsh Mall,

Bharath Hariharan,

Kavita Bala

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mall_2021_ICCV, author = {Mall, Utkarsh and Hariharan, Bharath and Bala, Kavita}, title = {Field-Guide-Inspired Zero-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9546-9555} }

Contrastive Attention Maps for Self-Supervised Co-Localization

Minsong Ki,

Youngjung Uh,

Junsuk Choe,

Hyeran Byun

[pdf] [supp]

[bibtex]

@InProceedings{Ki_2021_ICCV, author = {Ki, Minsong and Uh, Youngjung and Choe, Junsuk and Byun, Hyeran}, title = {Contrastive Attention Maps for Self-Supervised Co-Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2803-2812} }

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Daniela Massiceti,

Luisa Zintgraf,

John Bronskill,

Lida Theodorou,

Matthew Tobias Harris,

Edward Cutrell,

Cecily Morrison,

Katja Hofmann,

Simone Stumpf

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Massiceti_2021_ICCV, author = {Massiceti, Daniela and Zintgraf, Luisa and Bronskill, John and Theodorou, Lida and Harris, Matthew Tobias and Cutrell, Edward and Morrison, Cecily and Hofmann, Katja and Stumpf, Simone}, title = {ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10818-10828} }

Domain Generalization via Gradient Surgery

Lucas Mansilla,

Rodrigo Echeveste,

Diego H. Milone,

Enzo Ferrante

[pdf] [arXiv]

[bibtex]

@InProceedings{Mansilla_2021_ICCV, author = {Mansilla, Lucas and Echeveste, Rodrigo and Milone, Diego H. and Ferrante, Enzo}, title = {Domain Generalization via Gradient Surgery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6630-6638} }

Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation

Tianyi Chen,

Yi Liu,

Yunfei Zhang,

Si Wu,

Yong Xu,

Feng Liangbing,

Hau San Wong

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Tianyi and Liu, Yi and Zhang, Yunfei and Wu, Si and Xu, Yong and Liangbing, Feng and Wong, Hau San}, title = {Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9264-9273} }

Partner-Assisted Learning for Few-Shot Image Classification

Jiawei Ma,

Hanchen Xie,

Guangxing Han,

Shih-Fu Chang,

Aram Galstyan,

Wael Abd-Almageed

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Jiawei and Xie, Hanchen and Han, Guangxing and Chang, Shih-Fu and Galstyan, Aram and Abd-Almageed, Wael}, title = {Partner-Assisted Learning for Few-Shot Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10573-10582} }

Contrastive Coding for Active Learning Under Class Distribution Mismatch

Pan Du,

Suyun Zhao,

Hui Chen,

Shuwen Chai,

Hong Chen,

Cuiping Li

[pdf] [supp]

[bibtex]

@InProceedings{Du_2021_ICCV, author = {Du, Pan and Zhao, Suyun and Chen, Hui and Chai, Shuwen and Chen, Hong and Li, Cuiping}, title = {Contrastive Coding for Active Learning Under Class Distribution Mismatch}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8927-8936} }

Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network

Yuecong Xu,

Jianfei Yang,

Haozhi Cao,

Zhenghua Chen,

Qi Li,

Kezhi Mao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Yuecong and Yang, Jianfei and Cao, Haozhi and Chen, Zhenghua and Li, Qi and Mao, Kezhi}, title = {Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9332-9341} }

Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation

Jingyi Cao,

Bo Liu,

Yunqian Wen,

Rong Xie,

Li Song

[pdf]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Jingyi and Liu, Bo and Wen, Yunqian and Xie, Rong and Song, Li}, title = {Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3334-3342} }

Learning Compatible Embeddings

Qiang Meng,

Chixiang Zhang,

Xiaoqiang Xu,

Feng Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Qiang and Zhang, Chixiang and Xu, Xiaoqiang and Zhou, Feng}, title = {Learning Compatible Embeddings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9939-9948} }

Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data

Oscar Mañas,

Alexandre Lacoste,

Xavier Giró-i-Nieto,

David Vazquez,

Pau Rodríguez

[pdf] [supp]

[bibtex]

@InProceedings{Manas_2021_ICCV, author = {Ma\~nas, Oscar and Lacoste, Alexandre and Gir\'o-i-Nieto, Xavier and Vazquez, David and Rodr{\'\i}guez, Pau}, title = {Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9414-9423} }

Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation

Zechen Bai,

Yuta Nakashima,

Noa Garcia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bai_2021_ICCV, author = {Bai, Zechen and Nakashima, Yuta and Garcia, Noa}, title = {Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5422-5432} }

Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment

Pengfei Chen,

Leida Li,

Jinjian Wu,

Weisheng Dong,

Guangming Shi

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Pengfei and Li, Leida and Wu, Jinjian and Dong, Weisheng and Shi, Guangming}, title = {Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5178-5187} }

GTT-Net: Learned Generalized Trajectory Triangulation

Xiangyu Xu,

Enrique Dunn

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Xiangyu and Dunn, Enrique}, title = {GTT-Net: Learned Generalized Trajectory Triangulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5795-5804} }

Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency

Haiping Wu,

Xiaolong Wang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Haiping and Wang, Xiaolong}, title = {Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10149-10159} }

Learning To Remove Refractive Distortions From Underwater Images

Simron Thapa,

Nianyi Li,

Jinwei Ye

[pdf] [supp]

[bibtex]

@InProceedings{Thapa_2021_ICCV, author = {Thapa, Simron and Li, Nianyi and Ye, Jinwei}, title = {Learning To Remove Refractive Distortions From Underwater Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5007-5016} }

BARF: Bundle-Adjusting Neural Radiance Fields

Chen-Hsuan Lin,

Wei-Chiu Ma,

Antonio Torralba,

Simon Lucey

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Chen-Hsuan and Ma, Wei-Chiu and Torralba, Antonio and Lucey, Simon}, title = {BARF: Bundle-Adjusting Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5741-5751} }

Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection

Farzaneh Rezaeianaran,

Rakshith Shetty,

Rahaf Aljundi,

Daniel Olmeda Reino,

Shanshan Zhang,

Bernt Schiele

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rezaeianaran_2021_ICCV, author = {Rezaeianaran, Farzaneh and Shetty, Rakshith and Aljundi, Rahaf and Reino, Daniel Olmeda and Zhang, Shanshan and Schiele, Bernt}, title = {Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9204-9213} }

LapsCore: Language-Guided Person Search via Color Reasoning

Yushuang Wu,

Zizheng Yan,

Xiaoguang Han,

Guanbin Li,

Changqing Zou,

Shuguang Cui

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Yushuang and Yan, Zizheng and Han, Xiaoguang and Li, Guanbin and Zou, Changqing and Cui, Shuguang}, title = {LapsCore: Language-Guided Person Search via Color Reasoning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1624-1633} }

Deep Permutation Equivariant Structure From Motion

Dror Moran,

Hodaya Koslowsky,

Yoni Kasten,

Haggai Maron,

Meirav Galun,

Ronen Basri

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Moran_2021_ICCV, author = {Moran, Dror and Koslowsky, Hodaya and Kasten, Yoni and Maron, Haggai and Galun, Meirav and Basri, Ronen}, title = {Deep Permutation Equivariant Structure From Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5976-5986} }

Collaborative Unsupervised Visual Representation Learning From Decentralized Data

Weiming Zhuang,

Xin Gan,

Yonggang Wen,

Shuai Zhang,

Shuai Yi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhuang_2021_ICCV, author = {Zhuang, Weiming and Gan, Xin and Wen, Yonggang and Zhang, Shuai and Yi, Shuai}, title = {Collaborative Unsupervised Visual Representation Learning From Decentralized Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4912-4921} }

DeepPRO: Deep Partial Point Cloud Registration of Objects

Donghoon Lee,

Onur C. Hamsici,

Steven Feng,

Prachee Sharma,

Thorsten Gernoth

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Donghoon and Hamsici, Onur C. and Feng, Steven and Sharma, Prachee and Gernoth, Thorsten}, title = {DeepPRO: Deep Partial Point Cloud Registration of Objects}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5683-5692} }

RECALL: Replay-Based Continual Learning in Semantic Segmentation

Andrea Maracani,

Umberto Michieli,

Marco Toldo,

Pietro Zanuttigh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Maracani_2021_ICCV, author = {Maracani, Andrea and Michieli, Umberto and Toldo, Marco and Zanuttigh, Pietro}, title = {RECALL: Replay-Based Continual Learning in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7026-7035} }

Extending Neural P-Frame Codecs for B-Frame Coding

Reza Pourreza,

Taco Cohen

[pdf] [supp]

[bibtex]

@InProceedings{Pourreza_2021_ICCV, author = {Pourreza, Reza and Cohen, Taco}, title = {Extending Neural P-Frame Codecs for B-Frame Coding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6680-6689} }

HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering

Fei Liu,

Jing Liu,

Weining Wang,

Hanqing Lu

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Fei and Liu, Jing and Wang, Weining and Lu, Hanqing}, title = {HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1698-1707} }

Ensemble Attention Distillation for Privacy-Preserving Federated Learning

Xuan Gong,

Abhishek Sharma,

Srikrishna Karanam,

Ziyan Wu,

Terrence Chen,

David Doermann,

Arun Innanje

[pdf]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Xuan and Sharma, Abhishek and Karanam, Srikrishna and Wu, Ziyan and Chen, Terrence and Doermann, David and Innanje, Arun}, title = {Ensemble Attention Distillation for Privacy-Preserving Federated Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15076-15086} }

Voxel Transformer for 3D Object Detection

Jiageng Mao,

Yujing Xue,

Minzhe Niu,

Haoyue Bai,

Jiashi Feng,

Xiaodan Liang,

Hang Xu,

Chunjing Xu

[pdf] [arXiv]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Jiageng and Xue, Yujing and Niu, Minzhe and Bai, Haoyue and Feng, Jiashi and Liang, Xiaodan and Xu, Hang and Xu, Chunjing}, title = {Voxel Transformer for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3164-3173} }

Out-of-Boundary View Synthesis Towards Full-Frame Video Stabilization

Yufei Xu,

Jing Zhang,

Dacheng Tao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Yufei and Zhang, Jing and Tao, Dacheng}, title = {Out-of-Boundary View Synthesis Towards Full-Frame Video Stabilization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4842-4851} }

Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos

Brian Chen,

Andrew Rouditchenko,

Kevin Duarte,

Hilde Kuehne,

Samuel Thomas,

Angie Boggust,

Rameswar Panda,

Brian Kingsbury,

Rogerio Feris,

David Harwath,

James Glass,

Michael Picheny,

Shih-Fu Chang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Brian and Rouditchenko, Andrew and Duarte, Kevin and Kuehne, Hilde and Thomas, Samuel and Boggust, Angie and Panda, Rameswar and Kingsbury, Brian and Feris, Rogerio and Harwath, David and Glass, James and Picheny, Michael and Chang, Shih-Fu}, title = {Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8012-8021} }

Towards a Universal Model for Cross-Dataset Crowd Counting

Zhiheng Ma,

Xiaopeng Hong,

Xing Wei,

Yunfeng Qiu,

Yihong Gong

[pdf]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Zhiheng and Hong, Xiaopeng and Wei, Xing and Qiu, Yunfeng and Gong, Yihong}, title = {Towards a Universal Model for Cross-Dataset Crowd Counting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3205-3214} }

GAN Inversion for Out-of-Range Images With Geometric Transformations

Kyoungkook Kang,

Seongtae Kim,

Sunghyun Cho

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kang_2021_ICCV, author = {Kang, Kyoungkook and Kim, Seongtae and Cho, Sunghyun}, title = {GAN Inversion for Out-of-Range Images With Geometric Transformations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13941-13949} }

Scaling Up Instance Annotation via Label Propagation

Dim P. Papadopoulos,

Ethan Weber,

Antonio Torralba

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Papadopoulos_2021_ICCV, author = {Papadopoulos, Dim P. and Weber, Ethan and Torralba, Antonio}, title = {Scaling Up Instance Annotation via Label Propagation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15364-15373} }

Learning RAW-to-sRGB Mappings With Inaccurately Aligned Supervision

Zhilu Zhang,

Haolin Wang,

Ming Liu,

Ruohao Wang,

Jiawei Zhang,

Wangmeng Zuo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zhilu and Wang, Haolin and Liu, Ming and Wang, Ruohao and Zhang, Jiawei and Zuo, Wangmeng}, title = {Learning RAW-to-sRGB Mappings With Inaccurately Aligned Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4348-4358} }

Context Reasoning Attention Network for Image Super-Resolution

Yulun Zhang,

Donglai Wei,

Can Qin,

Huan Wang,

Hanspeter Pfister,

Yun Fu

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yulun and Wei, Donglai and Qin, Can and Wang, Huan and Pfister, Hanspeter and Fu, Yun}, title = {Context Reasoning Attention Network for Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4278-4287} }

FastNeRF: High-Fidelity Neural Rendering at 200FPS

Stephan J. Garbin,

Marek Kowalski,

Matthew Johnson,

Jamie Shotton,

Julien Valentin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Garbin_2021_ICCV, author = {Garbin, Stephan J. and Kowalski, Marek and Johnson, Matthew and Shotton, Jamie and Valentin, Julien}, title = {FastNeRF: High-Fidelity Neural Rendering at 200FPS}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14346-14355} }

3DeepCT: Learning Volumetric Scattering Tomography of Clouds

Yael Sde-Chen,

Yoav Y. Schechner,

Vadim Holodovsky,

Eshkol Eytan

[pdf] [supp]

[bibtex]

@InProceedings{Sde-Chen_2021_ICCV, author = {Sde-Chen, Yael and Schechner, Yoav Y. and Holodovsky, Vadim and Eytan, Eshkol}, title = {3DeepCT: Learning Volumetric Scattering Tomography of Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5671-5682} }

EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-Resolution

Jin Han,

Yixin Yang,

Chu Zhou,

Chao Xu,

Boxin Shi

[pdf] [supp]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Jin and Yang, Yixin and Zhou, Chu and Xu, Chao and Shi, Boxin}, title = {EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4882-4891} }

Deep Structured Instance Graph for Distilling Object Detectors

Yixin Chen,

Pengguang Chen,

Shu Liu,

Liwei Wang,

Jiaya Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yixin and Chen, Pengguang and Liu, Shu and Wang, Liwei and Jia, Jiaya}, title = {Deep Structured Instance Graph for Distilling Object Detectors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4359-4368} }

Adversarial Attacks Are Reversible With Natural Supervision

Chengzhi Mao,

Mia Chiquier,

Hao Wang,

Junfeng Yang,

Carl Vondrick

[pdf] [arXiv]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Chengzhi and Chiquier, Mia and Wang, Hao and Yang, Junfeng and Vondrick, Carl}, title = {Adversarial Attacks Are Reversible With Natural Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {661-671} }

Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning

Chengxiang Yin,

Kun Wu,

Zhengping Che,

Bo Jiang,

Zhiyuan Xu,

Jian Tang

[pdf] [supp]

[bibtex]

@InProceedings{Yin_2021_ICCV, author = {Yin, Chengxiang and Wu, Kun and Che, Zhengping and Jiang, Bo and Xu, Zhiyuan and Tang, Jian}, title = {Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2177-2186} }

Semantics Disentangling for Generalized Zero-Shot Learning

Zhi Chen,

Yadan Luo,

Ruihong Qiu,

Sen Wang,

Zi Huang,

Jingjing Li,

Zheng Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zhi and Luo, Yadan and Qiu, Ruihong and Wang, Sen and Huang, Zi and Li, Jingjing and Zhang, Zheng}, title = {Semantics Disentangling for Generalized Zero-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8712-8720} }

Space-Time-Separable Graph Convolutional Network for Pose Forecasting

Theodoros Sofianos,

Alessio Sampieri,

Luca Franco,

Fabio Galasso

[pdf] [arXiv]

[bibtex]

@InProceedings{Sofianos_2021_ICCV, author = {Sofianos, Theodoros and Sampieri, Alessio and Franco, Luca and Galasso, Fabio}, title = {Space-Time-Separable Graph Convolutional Network for Pose Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11209-11218} }

3D-FRONT: 3D Furnished Rooms With layOuts and semaNTics

Huan Fu,

Bowen Cai,

Lin Gao,

Ling-Xiao Zhang,

Jiaming Wang,

Cao Li,

Qixun Zeng,

Chengyue Sun,

Rongfei Jia,

Binqiang Zhao,

Hao Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Fu_2021_ICCV, author = {Fu, Huan and Cai, Bowen and Gao, Lin and Zhang, Ling-Xiao and Wang, Jiaming and Li, Cao and Zeng, Qixun and Sun, Chengyue and Jia, Rongfei and Zhao, Binqiang and Zhang, Hao}, title = {3D-FRONT: 3D Furnished Rooms With layOuts and semaNTics}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10933-10942} }

Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning

Sungyong Baik,

Janghoon Choi,

Heewon Kim,

Dohee Cho,

Jaesik Min,

Kyoung Mu Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Baik_2021_ICCV, author = {Baik, Sungyong and Choi, Janghoon and Kim, Heewon and Cho, Dohee and Min, Jaesik and Lee, Kyoung Mu}, title = {Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9465-9474} }

Learning To Track Objects From Unlabeled Videos

Jilai Zheng,

Chao Ma,

Houwen Peng,

Xiaokang Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Jilai and Ma, Chao and Peng, Houwen and Yang, Xiaokang}, title = {Learning To Track Objects From Unlabeled Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13546-13555} }

(Just) A Spoonful of Refinements Helps the Registration Error Go Down

Sérgio Agostinho,

Aljoša Ošep,

Alessio Del Bue,

Laura Leal-Taixé

[pdf] [supp]

[bibtex]

@InProceedings{Agostinho_2021_ICCV, author = {Agostinho, S\'ergio and O\v{s}ep, Aljo\v{s}a and Del Bue, Alessio and Leal-Taix\'e, Laura}, title = {(Just) A Spoonful of Refinements Helps the Registration Error Go Down}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6108-6117} }

H2O: A Benchmark for Visual Human-Human Object Handover Analysis

Ruolin Ye,

Wenqiang Xu,

Zhendong Xue,

Tutian Tang,

Yanfeng Wang,

Cewu Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Ruolin and Xu, Wenqiang and Xue, Zhendong and Tang, Tutian and Wang, Yanfeng and Lu, Cewu}, title = {H2O: A Benchmark for Visual Human-Human Object Handover Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15762-15771} }

ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps

Kunyang Sun,

Haoqing Shi,

Zhengming Zhang,

Yongming Huang

[pdf]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Kunyang and Shi, Haoqing and Zhang, Zhengming and Huang, Yongming}, title = {ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7283-7292} }

Heterogeneous Relational Complement for Vehicle Re-Identification

Jiajian Zhao,

Yifan Zhao,

Jia Li,

Ke Yan,

Yonghong Tian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Jiajian and Zhao, Yifan and Li, Jia and Yan, Ke and Tian, Yonghong}, title = {Heterogeneous Relational Complement for Vehicle Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {205-214} }

Hierarchical Object-to-Zone Graph for Object Navigation

Sixian Zhang,

Xinhang Song,

Yubing Bai,

Weijie Li,

Yakui Chu,

Shuqiang Jiang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Sixian and Song, Xinhang and Bai, Yubing and Li, Weijie and Chu, Yakui and Jiang, Shuqiang}, title = {Hierarchical Object-to-Zone Graph for Object Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15130-15140} }

Information-Theoretic Regularization for Multi-Source Domain Adaptation

Geon Yeong Park,

Sang Wan Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Geon Yeong and Lee, Sang Wan}, title = {Information-Theoretic Regularization for Multi-Source Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9214-9223} }

Beyond Road Extraction: A Dataset for Map Update Using Aerial Images

Favyen Bastani,

Samuel Madden

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bastani_2021_ICCV, author = {Bastani, Favyen and Madden, Samuel}, title = {Beyond Road Extraction: A Dataset for Map Update Using Aerial Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11905-11914} }

Transfusion: A Novel SLAM Method Focused on Transparent Objects

Yifan Zhu,

Jiaxiong Qiu,

Bo Ren

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Yifan and Qiu, Jiaxiong and Ren, Bo}, title = {Transfusion: A Novel SLAM Method Focused on Transparent Objects}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6019-6028} }

Physics-Based Human Motion Estimation and Synthesis From Videos

Kevin Xie,

Tingwu Wang,

Umar Iqbal,

Yunrong Guo,

Sanja Fidler,

Florian Shkurti

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Kevin and Wang, Tingwu and Iqbal, Umar and Guo, Yunrong and Fidler, Sanja and Shkurti, Florian}, title = {Physics-Based Human Motion Estimation and Synthesis From Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11532-11541} }

Hierarchical Memory Matching Network for Video Object Segmentation

Hongje Seong,

Seoung Wug Oh,

Joon-Young Lee,

Seongwon Lee,

Suhyeon Lee,

Euntai Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Seong_2021_ICCV, author = {Seong, Hongje and Oh, Seoung Wug and Lee, Joon-Young and Lee, Seongwon and Lee, Suhyeon and Kim, Euntai}, title = {Hierarchical Memory Matching Network for Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12889-12898} }

Pathdreamer: A World Model for Indoor Navigation

Jing Yu Koh,

Honglak Lee,

Yinfei Yang,

Jason Baldridge,

Peter Anderson

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Koh_2021_ICCV, author = {Koh, Jing Yu and Lee, Honglak and Yang, Yinfei and Baldridge, Jason and Anderson, Peter}, title = {Pathdreamer: A World Model for Indoor Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14738-14748} }

Saliency-Associated Object Tracking

Zikun Zhou,

Wenjie Pei,

Xin Li,

Hongpeng Wang,

Feng Zheng,

Zhenyu He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Zikun and Pei, Wenjie and Li, Xin and Wang, Hongpeng and Zheng, Feng and He, Zhenyu}, title = {Saliency-Associated Object Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9866-9875} }

Wanderlust: Online Continual Object Detection in the Real World

Jianren Wang,

Xin Wang,

Yue Shang-Guan,

Abhinav Gupta

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Jianren and Wang, Xin and Shang-Guan, Yue and Gupta, Abhinav}, title = {Wanderlust: Online Continual Object Detection in the Real World}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10829-10838} }

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces

Bert Moons,

Parham Noorzad,

Andrii Skliar,

Giovanni Mariani,

Dushyant Mehta,

Chris Lott,

Tijmen Blankevoort

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Moons_2021_ICCV, author = {Moons, Bert and Noorzad, Parham and Skliar, Andrii and Mariani, Giovanni and Mehta, Dushyant and Lott, Chris and Blankevoort, Tijmen}, title = {Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12229-12238} }

Removing Adversarial Noise in Class Activation Feature Space

Dawei Zhou,

Nannan Wang,

Chunlei Peng,

Xinbo Gao,

Xiaoyu Wang,

Jun Yu,

Tongliang Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Dawei and Wang, Nannan and Peng, Chunlei and Gao, Xinbo and Wang, Xiaoyu and Yu, Jun and Liu, Tongliang}, title = {Removing Adversarial Noise in Class Activation Feature Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7878-7887} }

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution

Jingyun Liang,

Guolei Sun,

Kai Zhang,

Luc Van Gool,

Radu Timofte

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Jingyun and Sun, Guolei and Zhang, Kai and Van Gool, Luc and Timofte, Radu}, title = {Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4096-4105} }

Unifying Nonlocal Blocks for Neural Networks

Lei Zhu,

Qi She,

Duo Li,

Yanye Lu,

Xuejing Kang,

Jie Hu,

Changhu Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Lei and She, Qi and Li, Duo and Lu, Yanye and Kang, Xuejing and Hu, Jie and Wang, Changhu}, title = {Unifying Nonlocal Blocks for Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12292-12301} }

Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency

Soubhik Sanyal,

Alex Vorobiov,

Timo Bolkart,

Matthew Loper,

Betty Mohler,

Larry S. Davis,

Javier Romero,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sanyal_2021_ICCV, author = {Sanyal, Soubhik and Vorobiov, Alex and Bolkart, Timo and Loper, Matthew and Mohler, Betty and Davis, Larry S. and Romero, Javier and Black, Michael J.}, title = {Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11138-11147} }

MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning

Sonia Baee,

Erfan Pakdamanian,

Inki Kim,

Lu Feng,

Vicente Ordonez,

Laura Barnes

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Baee_2021_ICCV, author = {Baee, Sonia and Pakdamanian, Erfan and Kim, Inki and Feng, Lu and Ordonez, Vicente and Barnes, Laura}, title = {MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13178-13188} }

Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer

Zhihe Lu,

Sen He,

Xiatian Zhu,

Li Zhang,

Yi-Zhe Song,

Tao Xiang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Zhihe and He, Sen and Zhu, Xiatian and Zhang, Li and Song, Yi-Zhe and Xiang, Tao}, title = {Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8741-8750} }

Prediction by Anticipation: An Action-Conditional Prediction Method Based on Interaction Learning

Ershad Banijamali,

Mohsen Rohani,

Elmira Amirloo,

Jun Luo,

Pascal Poupart

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Banijamali_2021_ICCV, author = {Banijamali, Ershad and Rohani, Mohsen and Amirloo, Elmira and Luo, Jun and Poupart, Pascal}, title = {Prediction by Anticipation: An Action-Conditional Prediction Method Based on Interaction Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15621-15630} }

Scene Synthesis via Uncertainty-Driven Attribute Synchronization

Haitao Yang,

Zaiwei Zhang,

Siming Yan,

Haibin Huang,

Chongyang Ma,

Yi Zheng,

Chandrajit Bajaj,

Qixing Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Haitao and Zhang, Zaiwei and Yan, Siming and Huang, Haibin and Ma, Chongyang and Zheng, Yi and Bajaj, Chandrajit and Huang, Qixing}, title = {Scene Synthesis via Uncertainty-Driven Attribute Synchronization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5630-5640} }

Domain-Aware Universal Style Transfer

Kibeom Hong,

Seogkyu Jeon,

Huan Yang,

Jianlong Fu,

Hyeran Byun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hong_2021_ICCV, author = {Hong, Kibeom and Jeon, Seogkyu and Yang, Huan and Fu, Jianlong and Byun, Hyeran}, title = {Domain-Aware Universal Style Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14609-14617} }

Adversarial Example Detection Using Latent Neighborhood Graph

Ahmed Abusnaina,

Yuhang Wu,

Sunpreet Arora,

Yizhen Wang,

Fei Wang,

Hao Yang,

David Mohaisen

[pdf]

[bibtex]

@InProceedings{Abusnaina_2021_ICCV, author = {Abusnaina, Ahmed and Wu, Yuhang and Arora, Sunpreet and Wang, Yizhen and Wang, Fei and Yang, Hao and Mohaisen, David}, title = {Adversarial Example Detection Using Latent Neighborhood Graph}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7687-7696} }

Dynamic View Synthesis From Dynamic Monocular Video

Chen Gao,

Ayush Saraf,

Johannes Kopf,

Jia-Bin Huang

[pdf] [arXiv]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Chen and Saraf, Ayush and Kopf, Johannes and Huang, Jia-Bin}, title = {Dynamic View Synthesis From Dynamic Monocular Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5712-5721} }

Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification

Yi Zheng,

Shixiang Tang,

Guolong Teng,

Yixiao Ge,

Kaijian Liu,

Jing Qin,

Donglian Qi,

Dapeng Chen

[pdf] [supp]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Yi and Tang, Shixiang and Teng, Guolong and Ge, Yixiao and Liu, Kaijian and Qin, Jing and Qi, Donglian and Chen, Dapeng}, title = {Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8371-8381} }

Learning To Match Features With Seeded Graph Matching Network

Hongkai Chen,

Zixin Luo,

Jiahui Zhang,

Lei Zhou,

Xuyang Bai,

Zeyu Hu,

Chiew-Lan Tai,

Long Quan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Hongkai and Luo, Zixin and Zhang, Jiahui and Zhou, Lei and Bai, Xuyang and Hu, Zeyu and Tai, Chiew-Lan and Quan, Long}, title = {Learning To Match Features With Seeded Graph Matching Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6301-6310} }

Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models

Jie Li,

Rongrong Ji,

Peixian Chen,

Baochang Zhang,

Xiaopeng Hong,

Ruixin Zhang,

Shaoxin Li,

Jilin Li,

Feiyue Huang,

Yongjian Wu

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jie and Ji, Rongrong and Chen, Peixian and Zhang, Baochang and Hong, Xiaopeng and Zhang, Ruixin and Li, Shaoxin and Li, Jilin and Huang, Feiyue and Wu, Yongjian}, title = {Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16168-16177} }

Anonymizing Egocentric Videos

Daksh Thapar,

Aditya Nigam,

Chetan Arora

[pdf] [supp]

[bibtex]

@InProceedings{Thapar_2021_ICCV, author = {Thapar, Daksh and Nigam, Aditya and Arora, Chetan}, title = {Anonymizing Egocentric Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2320-2329} }

Modulated Graph Convolutional Network for 3D Human Pose Estimation

Zhiming Zou,

Wei Tang

[pdf] [supp]

[bibtex]

@InProceedings{Zou_2021_ICCV, author = {Zou, Zhiming and Tang, Wei}, title = {Modulated Graph Convolutional Network for 3D Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11477-11487} }

Learning Self-Consistency for Deepfake Detection

Tianchen Zhao,

Xiang Xu,

Mingze Xu,

Hui Ding,

Yuanjun Xiong,

Wei Xia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Tianchen and Xu, Xiang and Xu, Mingze and Ding, Hui and Xiong, Yuanjun and Xia, Wei}, title = {Learning Self-Consistency for Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15023-15033} }

PreDet: Large-Scale Weakly Supervised Pre-Training for Detection

Vignesh Ramanathan,

Rui Wang,

Dhruv Mahajan

[pdf] [supp]

[bibtex]

@InProceedings{Ramanathan_2021_ICCV, author = {Ramanathan, Vignesh and Wang, Rui and Mahajan, Dhruv}, title = {PreDet: Large-Scale Weakly Supervised Pre-Training for Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2865-2875} }

Real-Time Video Inference on Edge Devices via Adaptive Model Streaming

Mehrdad Khani,

Pouya Hamadanian,

Arash Nasr-Esfahany,

Mohammad Alizadeh

[pdf] [supp]

[bibtex]

@InProceedings{Khani_2021_ICCV, author = {Khani, Mehrdad and Hamadanian, Pouya and Nasr-Esfahany, Arash and Alizadeh, Mohammad}, title = {Real-Time Video Inference on Edge Devices via Adaptive Model Streaming}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4572-4582} }

Learning Generative Models of Textured 3D Meshes From Real-World Images

Dario Pavllo,

Jonas Kohler,

Thomas Hofmann,

Aurelien Lucchi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pavllo_2021_ICCV, author = {Pavllo, Dario and Kohler, Jonas and Hofmann, Thomas and Lucchi, Aurelien}, title = {Learning Generative Models of Textured 3D Meshes From Real-World Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13879-13889} }

Multi-Modality Associative Bridging Through Memory: Speech Sound Recollected From Face Video

Minsu Kim,

Joanna Hong,

Se Jin Park,

Yong Man Ro

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Minsu and Hong, Joanna and Park, Se Jin and Ro, Yong Man}, title = {Multi-Modality Associative Bridging Through Memory: Speech Sound Recollected From Face Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {296-306} }

Warp Consistency for Unsupervised Learning of Dense Correspondences

Prune Truong,

Martin Danelljan,

Fisher Yu,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Truong_2021_ICCV, author = {Truong, Prune and Danelljan, Martin and Yu, Fisher and Van Gool, Luc}, title = {Warp Consistency for Unsupervised Learning of Dense Correspondences}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10346-10356} }

Towards Rotation Invariance in Object Detection

Agastya Kalra,

Guy Stoppi,

Bradley Brown,

Rishav Agarwal,

Achuta Kadambi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kalra_2021_ICCV, author = {Kalra, Agastya and Stoppi, Guy and Brown, Bradley and Agarwal, Rishav and Kadambi, Achuta}, title = {Towards Rotation Invariance in Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3530-3540} }

Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation

Hyeokjun Kweon,

Sung-Hoon Yoon,

Hyeonseong Kim,

Daehee Park,

Kuk-Jin Yoon

[pdf] [supp]

[bibtex]

@InProceedings{Kweon_2021_ICCV, author = {Kweon, Hyeokjun and Yoon, Sung-Hoon and Kim, Hyeonseong and Park, Daehee and Yoon, Kuk-Jin}, title = {Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6994-7003} }

Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation

Duo Peng,

Yinjie Lei,

Wen Li,

Pingping Zhang,

Yulan Guo

[pdf] [arXiv]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Duo and Lei, Yinjie and Li, Wen and Zhang, Pingping and Guo, Yulan}, title = {Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7108-7117} }

Toward Spatially Unbiased Generative Models

Jooyoung Choi,

Jungbeom Lee,

Yonghyun Jeong,

Sungroh Yoon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Choi_2021_ICCV, author = {Choi, Jooyoung and Lee, Jungbeom and Jeong, Yonghyun and Yoon, Sungroh}, title = {Toward Spatially Unbiased Generative Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14253-14262} }

ReconfigISP: Reconfigurable Camera Image Processing Pipeline

Ke Yu,

Zexian Li,

Yue Peng,

Chen Change Loy,

Jinwei Gu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Ke and Li, Zexian and Peng, Yue and Loy, Chen Change and Gu, Jinwei}, title = {ReconfigISP: Reconfigurable Camera Image Processing Pipeline}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4248-4257} }

Multi-Expert Adversarial Attack Detection in Person Re-Identification Using Context Inconsistency

Xueping Wang,

Shasha Li,

Min Liu,

Yaonan Wang,

Amit K. Roy-Chowdhury

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xueping and Li, Shasha and Liu, Min and Wang, Yaonan and Roy-Chowdhury, Amit K.}, title = {Multi-Expert Adversarial Attack Detection in Person Re-Identification Using Context Inconsistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15097-15107} }

Video Instance Segmentation With a Propose-Reduce Paradigm

Huaijia Lin,

Ruizheng Wu,

Shu Liu,

Jiangbo Lu,

Jiaya Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Huaijia and Wu, Ruizheng and Liu, Shu and Lu, Jiangbo and Jia, Jiaya}, title = {Video Instance Segmentation With a Propose-Reduce Paradigm}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1739-1748} }

Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection

Jinlei Hou,

Yingying Zhang,

Qiaoyong Zhong,

Di Xie,

Shiliang Pu,

Hong Zhou

[pdf] [supp]

[bibtex]

@InProceedings{Hou_2021_ICCV, author = {Hou, Jinlei and Zhang, Yingying and Zhong, Qiaoyong and Xie, Di and Pu, Shiliang and Zhou, Hong}, title = {Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8791-8800} }

Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging

Zhuoyuan Wu,

Jian Zhang,

Chong Mou

[pdf] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Zhuoyuan and Zhang, Jian and Mou, Chong}, title = {Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4892-4901} }

SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization

Daehee Kim,

Youngjun Yoo,

Seunghyun Park,

Jinkyu Kim,

Jaekoo Lee

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Daehee and Yoo, Youngjun and Park, Seunghyun and Kim, Jinkyu and Lee, Jaekoo}, title = {SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9619-9628} }

Towards the Unseen: Iterative Text Recognition by Distilling From Errors

Ayan Kumar Bhunia,

Pinaki Nath Chowdhury,

Aneeshan Sain,

Yi-Zhe Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhunia_2021_ICCV, author = {Bhunia, Ayan Kumar and Chowdhury, Pinaki Nath and Sain, Aneeshan and Song, Yi-Zhe}, title = {Towards the Unseen: Iterative Text Recognition by Distilling From Errors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14950-14959} }

SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks

Jiapeng Tang,

Jiabao Lei,

Dan Xu,

Feiying Ma,

Kui Jia,

Lei Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Jiapeng and Lei, Jiabao and Xu, Dan and Ma, Feiying and Jia, Kui and Zhang, Lei}, title = {SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6504-6513} }

Rethinking Spatial Dimensions of Vision Transformers

Byeongho Heo,

Sangdoo Yun,

Dongyoon Han,

Sanghyuk Chun,

Junsuk Choe,

Seong Joon Oh

[pdf] [arXiv]

[bibtex]

@InProceedings{Heo_2021_ICCV, author = {Heo, Byeongho and Yun, Sangdoo and Han, Dongyoon and Chun, Sanghyuk and Choe, Junsuk and Oh, Seong Joon}, title = {Rethinking Spatial Dimensions of Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11936-11945} }

Move2Hear: Active Audio-Visual Source Separation

Sagnik Majumder,

Ziad Al-Halah,

Kristen Grauman

[pdf] [supp]

[bibtex]

@InProceedings{Majumder_2021_ICCV, author = {Majumder, Sagnik and Al-Halah, Ziad and Grauman, Kristen}, title = {Move2Hear: Active Audio-Visual Source Separation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {275-285} }

VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection

Yujun Zhang,

Lei Zhu,

Wei Feng,

Huazhu Fu,

Mingqian Wang,

Qingxia Li,

Cheng Li,

Song Wang

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yujun and Zhu, Lei and Feng, Wei and Fu, Huazhu and Wang, Mingqian and Li, Qingxia and Li, Cheng and Wang, Song}, title = {VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15681-15690} }

Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation

Taosha Fan,

Kalyan Vasudev Alwala,

Donglai Xiang,

Weipeng Xu,

Todd Murphey,

Mustafa Mukadam

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Taosha and Alwala, Kalyan Vasudev and Xiang, Donglai and Xu, Weipeng and Murphey, Todd and Mukadam, Mustafa}, title = {Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11457-11466} }

AA-RMVSNet: Adaptive Aggregation Recurrent Multi-View Stereo Network

Zizhuang Wei,

Qingtian Zhu,

Chen Min,

Yisong Chen,

Guoping Wang

[pdf] [supp]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Zizhuang and Zhu, Qingtian and Min, Chen and Chen, Yisong and Wang, Guoping}, title = {AA-RMVSNet: Adaptive Aggregation Recurrent Multi-View Stereo Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6187-6196} }

ME-PCN: Point Completion Conditioned on Mask Emptiness

Bingchen Gong,

Yinyu Nie,

Yiqun Lin,

Xiaoguang Han,

Yizhou Yu

[pdf] [supp]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Bingchen and Nie, Yinyu and Lin, Yiqun and Han, Xiaoguang and Yu, Yizhou}, title = {ME-PCN: Point Completion Conditioned on Mask Emptiness}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12488-12497} }

Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations

Andrea Dittadi,

Sebastian Dziadzio,

Darren Cosker,

Ben Lundell,

Thomas J. Cashman,

Jamie Shotton

[pdf] [supp]

[bibtex]

@InProceedings{Dittadi_2021_ICCV, author = {Dittadi, Andrea and Dziadzio, Sebastian and Cosker, Darren and Lundell, Ben and Cashman, Thomas J. and Shotton, Jamie}, title = {Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11687-11697} }

LOKI: Long Term and Key Intentions for Trajectory Prediction

Harshayu Girase,

Haiming Gang,

Srikanth Malla,

Jiachen Li,

Akira Kanehara,

Karttikeya Mangalam,

Chiho Choi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Girase_2021_ICCV, author = {Girase, Harshayu and Gang, Haiming and Malla, Srikanth and Li, Jiachen and Kanehara, Akira and Mangalam, Karttikeya and Choi, Chiho}, title = {LOKI: Long Term and Key Intentions for Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9803-9812} }

Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis

Jianhua Sun,

Yuxuan Li,

Hao-Shu Fang,

Cewu Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Jianhua and Li, Yuxuan and Fang, Hao-Shu and Lu, Cewu}, title = {Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13250-13259} }

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

Yuxiang Wei,

Yupeng Shi,

Xiao Liu,

Zhilong Ji,

Yuan Gao,

Zhongqin Wu,

Wangmeng Zuo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Yuxiang and Shi, Yupeng and Liu, Xiao and Ji, Zhilong and Gao, Yuan and Wu, Zhongqin and Zuo, Wangmeng}, title = {Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6721-6730} }

SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix

Jianyun Xu,

Xin Tang,

Yushi Zhu,

Jie Sun,

Shiliang Pu

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jianyun and Tang, Xin and Zhu, Yushi and Sun, Jie and Pu, Shiliang}, title = {SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10468-10477} }

Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation

Weilun Wang,

Wengang Zhou,

Jianmin Bao,

Dong Chen,

Houqiang Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Weilun and Zhou, Wengang and Bao, Jianmin and Chen, Dong and Li, Houqiang}, title = {Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14020-14029} }

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Antoine Saporta,

Tuan-Hung Vu,

Matthieu Cord,

Patrick Pérez

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Saporta_2021_ICCV, author = {Saporta, Antoine and Vu, Tuan-Hung and Cord, Matthieu and P\'erez, Patrick}, title = {Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9072-9081} }

SSH: A Self-Supervised Framework for Image Harmonization

Yifan Jiang,

He Zhang,

Jianming Zhang,

Yilin Wang,

Zhe Lin,

Kalyan Sunkavalli,

Simon Chen,

Sohrab Amirghodsi,

Sarah Kong,

Zhangyang Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Yifan and Zhang, He and Zhang, Jianming and Wang, Yilin and Lin, Zhe and Sunkavalli, Kalyan and Chen, Simon and Amirghodsi, Sohrab and Kong, Sarah and Wang, Zhangyang}, title = {SSH: A Self-Supervised Framework for Image Harmonization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4832-4841} }

Context-Aware Scene Graph Generation With Seq2Seq Transformers

Yichao Lu,

Himanshu Rai,

Jason Chang,

Boris Knyazev,

Guangwei Yu,

Shashank Shekhar,

Graham W. Taylor,

Maksims Volkovs

[pdf]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Yichao and Rai, Himanshu and Chang, Jason and Knyazev, Boris and Yu, Guangwei and Shekhar, Shashank and Taylor, Graham W. and Volkovs, Maksims}, title = {Context-Aware Scene Graph Generation With Seq2Seq Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15931-15941} }

Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective

Yi Zeng,

Won Park,

Z. Morley Mao,

Ruoxi Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Yi and Park, Won and Mao, Z. Morley and Jia, Ruoxi}, title = {Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16473-16481} }

Learning Multi-Scene Absolute Pose Regression With Transformers

Yoli Shavit,

Ron Ferens,

Yosi Keller

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shavit_2021_ICCV, author = {Shavit, Yoli and Ferens, Ron and Keller, Yosi}, title = {Learning Multi-Scene Absolute Pose Regression With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2733-2742} }

Self-Supervised 3D Face Reconstruction via Conditional Estimation

Yandong Wen,

Weiyang Liu,

Bhiksha Raj,

Rita Singh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wen_2021_ICCV, author = {Wen, Yandong and Liu, Weiyang and Raj, Bhiksha and Singh, Rita}, title = {Self-Supervised 3D Face Reconstruction via Conditional Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13289-13298} }

Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image

Jaeyoung Yoo,

Hojun Lee,

Inseop Chung,

Geonseok Seo,

Nojun Kwak

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yoo_2021_ICCV, author = {Yoo, Jaeyoung and Lee, Hojun and Chung, Inseop and Seo, Geonseok and Kwak, Nojun}, title = {Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3437-3446} }

Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image

Shumian Xin,

Neal Wadhwa,

Tianfan Xue,

Jonathan T. Barron,

Pratul P. Srinivasan,

Jiawen Chen,

Ioannis Gkioulekas,

Rahul Garg

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xin_2021_ICCV, author = {Xin, Shumian and Wadhwa, Neal and Xue, Tianfan and Barron, Jonathan T. and Srinivasan, Pratul P. and Chen, Jiawen and Gkioulekas, Ioannis and Garg, Rahul}, title = {Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2228-2238} }

DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization

Zirui Liu,

Haifeng Jin,

Ting-Hsiang Wang,

Kaixiong Zhou,

Xia Hu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zirui and Jin, Haifeng and Wang, Ting-Hsiang and Zhou, Kaixiong and Hu, Xia}, title = {DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4762-4770} }

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

Zeyu Hu,

Xuyang Bai,

Jiaxiang Shang,

Runze Zhang,

Jiayu Dong,

Xin Wang,

Guangyuan Sun,

Hongbo Fu,

Chiew-Lan Tai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Zeyu and Bai, Xuyang and Shang, Jiaxiang and Zhang, Runze and Dong, Jiayu and Wang, Xin and Sun, Guangyuan and Fu, Hongbo and Tai, Chiew-Lan}, title = {VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15488-15498} }

FMODetect: Robust Detection of Fast Moving Objects

Denys Rozumnyi,

Jiří Matas,

Filip Šroubek,

Marc Pollefeys,

Martin R. Oswald

[pdf] [supp]

[bibtex]

@InProceedings{Rozumnyi_2021_ICCV, author = {Rozumnyi, Denys and Matas, Ji\v{r}{\'\i} and \v{S}roubek, Filip and Pollefeys, Marc and Oswald, Martin R.}, title = {FMODetect: Robust Detection of Fast Moving Objects}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3541-3549} }

VideoLT: Large-Scale Long-Tailed Video Recognition

Xing Zhang,

Zuxuan Wu,

Zejia Weng,

Huazhu Fu,

Jingjing Chen,

Yu-Gang Jiang,

Larry S. Davis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Xing and Wu, Zuxuan and Weng, Zejia and Fu, Huazhu and Chen, Jingjing and Jiang, Yu-Gang and Davis, Larry S.}, title = {VideoLT: Large-Scale Long-Tailed Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7960-7969} }

Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation

Lina Liu,

Xibin Song,

Mengmeng Wang,

Yong Liu,

Liangjun Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Lina and Song, Xibin and Wang, Mengmeng and Liu, Yong and Zhang, Liangjun}, title = {Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12737-12746} }

An Empirical Study of Training Self-Supervised Vision Transformers

Xinlei Chen,

Saining Xie,

Kaiming He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xinlei and Xie, Saining and He, Kaiming}, title = {An Empirical Study of Training Self-Supervised Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9640-9649} }

RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection

Lue Fan,

Xuan Xiong,

Feng Wang,

Naiyan Wang,

ZhaoXiang Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Lue and Xiong, Xuan and Wang, Feng and Wang, Naiyan and Zhang, ZhaoXiang}, title = {RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2918-2927} }

Data-Free Universal Adversarial Perturbation and Black-Box Attack

Chaoning Zhang,

Philipp Benz,

Adil Karjauv,

In So Kweon

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Chaoning and Benz, Philipp and Karjauv, Adil and Kweon, In So}, title = {Data-Free Universal Adversarial Perturbation and Black-Box Attack}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7868-7877} }

Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision

Liangke Gui,

Adrien Bardes,

Ruslan Salakhutdinov,

Alexander Hauptmann,

Martial Hebert,

Yu-Xiong Wang

[pdf] [supp]

[bibtex]

@InProceedings{Gui_2021_ICCV, author = {Gui, Liangke and Bardes, Adrien and Salakhutdinov, Ruslan and Hauptmann, Alexander and Hebert, Martial and Wang, Yu-Xiong}, title = {Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8701-8711} }

Multiresolution Deep Implicit Functions for 3D Shape Representation

Zhang Chen,

Yinda Zhang,

Kyle Genova,

Sean Fanello,

Sofien Bouaziz,

Christian Häne,

Ruofei Du,

Cem Keskin,

Thomas Funkhouser,

Danhang Tang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zhang and Zhang, Yinda and Genova, Kyle and Fanello, Sean and Bouaziz, Sofien and H\"ane, Christian and Du, Ruofei and Keskin, Cem and Funkhouser, Thomas and Tang, Danhang}, title = {Multiresolution Deep Implicit Functions for 3D Shape Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13087-13096} }

Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics

Seung-Hwan Baek,

Hayato Ikoma,

Daniel S. Jeon,

Yuqi Li,

Wolfgang Heidrich,

Gordon Wetzstein,

Min H. Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Baek_2021_ICCV, author = {Baek, Seung-Hwan and Ikoma, Hayato and Jeon, Daniel S. and Li, Yuqi and Heidrich, Wolfgang and Wetzstein, Gordon and Kim, Min H.}, title = {Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2651-2660} }

Discriminative Region-Based Multi-Label Zero-Shot Learning

Sanath Narayan,

Akshita Gupta,

Salman Khan,

Fahad Shahbaz Khan,

Ling Shao,

Mubarak Shah

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Narayan_2021_ICCV, author = {Narayan, Sanath and Gupta, Akshita and Khan, Salman and Khan, Fahad Shahbaz and Shao, Ling and Shah, Mubarak}, title = {Discriminative Region-Based Multi-Label Zero-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8731-8740} }

FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction

Shihua Huang,

Zhichao Lu,

Ran Cheng,

Cheng He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Shihua and Lu, Zhichao and Cheng, Ran and He, Cheng}, title = {FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {864-873} }

Personalized Trajectory Prediction via Distribution Discrimination

Guangyi Chen,

Junlong Li,

Nuoxing Zhou,

Liangliang Ren,

Jiwen Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Guangyi and Li, Junlong and Zhou, Nuoxing and Ren, Liangliang and Lu, Jiwen}, title = {Personalized Trajectory Prediction via Distribution Discrimination}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15580-15589} }

GridToPix: Training Embodied Agents With Minimal Supervision

Unnat Jain,

Iou-Jen Liu,

Svetlana Lazebnik,

Aniruddha Kembhavi,

Luca Weihs,

Alexander G. Schwing

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jain_2021_ICCV, author = {Jain, Unnat and Liu, Iou-Jen and Lazebnik, Svetlana and Kembhavi, Aniruddha and Weihs, Luca and Schwing, Alexander G.}, title = {GridToPix: Training Embodied Agents With Minimal Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15141-15151} }

On the Robustness of Vision Transformers to Adversarial Examples

Kaleel Mahmood,

Rigel Mahmood,

Marten van Dijk

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mahmood_2021_ICCV, author = {Mahmood, Kaleel and Mahmood, Rigel and van Dijk, Marten}, title = {On the Robustness of Vision Transformers to Adversarial Examples}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7838-7847} }

HiFT: Hierarchical Feature Transformer for Aerial Tracking

Ziang Cao,

Changhong Fu,

Junjie Ye,

Bowen Li,

Yiming Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Ziang and Fu, Changhong and Ye, Junjie and Li, Bowen and Li, Yiming}, title = {HiFT: Hierarchical Feature Transformer for Aerial Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15457-15466} }

Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet

Li Yuan,

Yunpeng Chen,

Tao Wang,

Weihao Yu,

Yujun Shi,

Zi-Hang Jiang,

Francis E.H. Tay,

Jiashi Feng,

Shuicheng Yan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Li and Chen, Yunpeng and Wang, Tao and Yu, Weihao and Shi, Yujun and Jiang, Zi-Hang and Tay, Francis E.H. and Feng, Jiashi and Yan, Shuicheng}, title = {Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {558-567} }

Teacher-Student Adversarial Depth Hallucination To Improve Face Recognition

Hardik Uppal,

Alireza Sepas-Moghaddam,

Michael Greenspan,

Ali Etemad

[pdf]

[bibtex]

@InProceedings{Uppal_2021_ICCV, author = {Uppal, Hardik and Sepas-Moghaddam, Alireza and Greenspan, Michael and Etemad, Ali}, title = {Teacher-Student Adversarial Depth Hallucination To Improve Face Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3671-3680} }

Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing

Henghui Ding,

Hui Zhang,

Jun Liu,

Jiaxin Li,

Zijian Feng,

Xudong Jiang

[pdf]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Henghui and Zhang, Hui and Liu, Jun and Li, Jiaxin and Feng, Zijian and Jiang, Xudong}, title = {Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15848-15858} }

Online Multi-Granularity Distillation for GAN Compression

Yuxi Ren,

Jie Wu,

Xuefeng Xiao,

Jianchao Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Ren_2021_ICCV, author = {Ren, Yuxi and Wu, Jie and Xiao, Xuefeng and Yang, Jianchao}, title = {Online Multi-Granularity Distillation for GAN Compression}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6793-6803} }

Influence-Balanced Loss for Imbalanced Visual Classification

Seulki Park,

Jongin Lim,

Younghan Jeon,

Jin Young Choi

[pdf] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Seulki and Lim, Jongin and Jeon, Younghan and Choi, Jin Young}, title = {Influence-Balanced Loss for Imbalanced Visual Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {735-744} }

Consistency-Aware Graph Network for Human Interaction Understanding

Zhenhua Wang,

Jiajun Meng,

Dongyan Guo,

Jianhua Zhang,

Javen Qinfeng Shi,

Shengyong Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhenhua and Meng, Jiajun and Guo, Dongyan and Zhang, Jianhua and Shi, Javen Qinfeng and Chen, Shengyong}, title = {Consistency-Aware Graph Network for Human Interaction Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13369-13378} }

Where2Act: From Pixels to Actions for Articulated 3D Objects

Kaichun Mo,

Leonidas J. Guibas,

Mustafa Mukadam,

Abhinav Gupta,

Shubham Tulsiani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mo_2021_ICCV, author = {Mo, Kaichun and Guibas, Leonidas J. and Mukadam, Mustafa and Gupta, Abhinav and Tulsiani, Shubham}, title = {Where2Act: From Pixels to Actions for Articulated 3D Objects}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6813-6823} }

Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision

Xiaoshi Wu,

Hadar Averbuch-Elor,

Jin Sun,

Noah Snavely

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Xiaoshi and Averbuch-Elor, Hadar and Sun, Jin and Snavely, Noah}, title = {Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {428-437} }

End-to-End Unsupervised Document Image Blind Denoising

Mehrdad J. Gangeh,

Marcin Plata,

Hamid R. Motahari Nezhad,

Nigel P Duffy

[pdf] [supp]

[bibtex]

@InProceedings{Gangeh_2021_ICCV, author = {Gangeh, Mehrdad J. and Plata, Marcin and Nezhad, Hamid R. Motahari and Duffy, Nigel P}, title = {End-to-End Unsupervised Document Image Blind Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7888-7897} }

Differentiable Dynamic Wirings for Neural Networks

Kun Yuan,

Quanquan Li,

Shaopeng Guo,

Dapeng Chen,

Aojun Zhou,

Fengwei Yu,

Ziwei Liu

[pdf]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Kun and Li, Quanquan and Guo, Shaopeng and Chen, Dapeng and Zhou, Aojun and Yu, Fengwei and Liu, Ziwei}, title = {Differentiable Dynamic Wirings for Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {327-336} }

A Simple Framework for 3D Lensless Imaging With Programmable Masks

Yucheng Zheng,

Yi Hua,

Aswin C. Sankaranarayanan,

M. Salman Asif

[pdf] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Yucheng and Hua, Yi and Sankaranarayanan, Aswin C. and Asif, M. Salman}, title = {A Simple Framework for 3D Lensless Imaging With Programmable Masks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2603-2612} }

Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing

Aiyu Cui,

Daniel McKee,

Svetlana Lazebnik

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Aiyu and McKee, Daniel and Lazebnik, Svetlana}, title = {Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14638-14647} }

Attack As the Best Defense: Nullifying Image-to-Image Translation GANs via Limit-Aware Adversarial Attack

Chin-Yuan Yeh,

Hsi-Wen Chen,

Hong-Han Shuai,

De-Nian Yang,

Ming-Syan Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yeh_2021_ICCV, author = {Yeh, Chin-Yuan and Chen, Hsi-Wen and Shuai, Hong-Han and Yang, De-Nian and Chen, Ming-Syan}, title = {Attack As the Best Defense: Nullifying Image-to-Image Translation GANs via Limit-Aware Adversarial Attack}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16188-16197} }

Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance

Xiaohan Yu,

Yang Zhao,

Yongsheng Gao,

Xiaohui Yuan,

Shengwu Xiong

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Xiaohan and Zhao, Yang and Gao, Yongsheng and Yuan, Xiaohui and Xiong, Shengwu}, title = {Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10285-10295} }

JEM++: Improved Techniques for Training JEM

Xiulong Yang,

Shihao Ji

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Xiulong and Ji, Shihao}, title = {JEM++: Improved Techniques for Training JEM}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6494-6503} }

Contrast and Classify: Training Robust VQA Models

Yash Kant,

Abhinav Moudgil,

Dhruv Batra,

Devi Parikh,

Harsh Agrawal

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kant_2021_ICCV, author = {Kant, Yash and Moudgil, Abhinav and Batra, Dhruv and Parikh, Devi and Agrawal, Harsh}, title = {Contrast and Classify: Training Robust VQA Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1604-1613} }

Photon-Starved Scene Inference Using Single Photon Cameras

Bhavya Goyal,

Mohit Gupta

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Goyal_2021_ICCV, author = {Goyal, Bhavya and Gupta, Mohit}, title = {Photon-Starved Scene Inference Using Single Photon Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2512-2521} }

Towards Learning Spatially Discriminative Feature Representations

Chaofei Wang,

Jiayu Xiao,

Yizeng Han,

Qisen Yang,

Shiji Song,

Gao Huang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Chaofei and Xiao, Jiayu and Han, Yizeng and Yang, Qisen and Song, Shiji and Huang, Gao}, title = {Towards Learning Spatially Discriminative Feature Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1326-1335} }

Pyramid Spatial-Temporal Aggregation for Video-Based Person Re-Identification

Yingquan Wang,

Pingping Zhang,

Shang Gao,

Xia Geng,

Hu Lu,

Dong Wang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yingquan and Zhang, Pingping and Gao, Shang and Geng, Xia and Lu, Hu and Wang, Dong}, title = {Pyramid Spatial-Temporal Aggregation for Video-Based Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12026-12035} }

Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation

Yukun Su,

Ruizhou Sun,

Guosheng Lin,

Qingyao Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Su_2021_ICCV, author = {Su, Yukun and Sun, Ruizhou and Lin, Guosheng and Wu, Qingyao}, title = {Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7004-7014} }

CAPTRA: CAtegory-Level Pose Tracking for Rigid and Articulated Objects From Point Clouds

Yijia Weng,

He Wang,

Qiang Zhou,

Yuzhe Qin,

Yueqi Duan,

Qingnan Fan,

Baoquan Chen,

Hao Su,

Leonidas J. Guibas

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Weng_2021_ICCV, author = {Weng, Yijia and Wang, He and Zhou, Qiang and Qin, Yuzhe and Duan, Yueqi and Fan, Qingnan and Chen, Baoquan and Su, Hao and Guibas, Leonidas J.}, title = {CAPTRA: CAtegory-Level Pose Tracking for Rigid and Articulated Objects From Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13209-13218} }

X-World: Accessibility, Vision, and Autonomy Meet

Jimuyang Zhang,

Minglan Zheng,

Matthew Boyd,

Eshed Ohn-Bar

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Jimuyang and Zheng, Minglan and Boyd, Matthew and Ohn-Bar, Eshed}, title = {X-World: Accessibility, Vision, and Autonomy Meet}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9762-9771} }

Target Adaptive Context Aggregation for Video Scene Graph Generation

Yao Teng,

Limin Wang,

Zhifeng Li,

Gangshan Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Teng_2021_ICCV, author = {Teng, Yao and Wang, Limin and Li, Zhifeng and Wu, Gangshan}, title = {Target Adaptive Context Aggregation for Video Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13688-13697} }

Learnable Boundary Guided Adversarial Training

Jiequan Cui,

Shu Liu,

Liwei Wang,

Jiaya Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Jiequan and Liu, Shu and Wang, Liwei and Jia, Jiaya}, title = {Learnable Boundary Guided Adversarial Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15721-15730} }

Memory-Augmented Dynamic Neural Relational Inference

Dong Gong,

Frederic Z. Zhang,

Javen Qinfeng Shi,

Anton van den Hengel

[pdf]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Dong and Zhang, Frederic Z. and Shi, Javen Qinfeng and van den Hengel, Anton}, title = {Memory-Augmented Dynamic Neural Relational Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11843-11852} }

Physics-Based Differentiable Depth Sensor Simulation

Benjamin Planche,

Rajat Vikram Singh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Planche_2021_ICCV, author = {Planche, Benjamin and Singh, Rajat Vikram}, title = {Physics-Based Differentiable Depth Sensor Simulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14387-14397} }

Temporal Action Detection With Multi-Level Supervision

Baifeng Shi,

Qi Dai,

Judy Hoffman,

Kate Saenko,

Trevor Darrell,

Huijuan Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Baifeng and Dai, Qi and Hoffman, Judy and Saenko, Kate and Darrell, Trevor and Xu, Huijuan}, title = {Temporal Action Detection With Multi-Level Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8022-8032} }

FACIAL: Synthesizing Dynamic Talking Face With Implicit Attribute Learning

Chenxu Zhang,

Yifan Zhao,

Yifei Huang,

Ming Zeng,

Saifeng Ni,

Madhukar Budagavi,

Xiaohu Guo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Chenxu and Zhao, Yifan and Huang, Yifei and Zeng, Ming and Ni, Saifeng and Budagavi, Madhukar and Guo, Xiaohu}, title = {FACIAL: Synthesizing Dynamic Talking Face With Implicit Attribute Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3867-3876} }

Unsupervised Deep Video Denoising

Dev Yashpal Sheth,

Sreyas Mohan,

Joshua L. Vincent,

Ramon Manzorro,

Peter A. Crozier,

Mitesh M. Khapra,

Eero P. Simoncelli,

Carlos Fernandez-Granda

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sheth_2021_ICCV, author = {Sheth, Dev Yashpal and Mohan, Sreyas and Vincent, Joshua L. and Manzorro, Ramon and Crozier, Peter A. and Khapra, Mitesh M. and Simoncelli, Eero P. and Fernandez-Granda, Carlos}, title = {Unsupervised Deep Video Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1759-1768} }

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths

Andrea Hornakova,

Timo Kaiser,

Paul Swoboda,

Michal Rolinek,

Bodo Rosenhahn,

Roberto Henschel

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hornakova_2021_ICCV, author = {Hornakova, Andrea and Kaiser, Timo and Swoboda, Paul and Rolinek, Michal and Rosenhahn, Bodo and Henschel, Roberto}, title = {Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6330-6340} }

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving

Soumi Das,

Harikrishna Patibandla,

Suparna Bhattacharya,

Kshounis Bera,

Niloy Ganguly,

Sourangshu Bhattacharya

[pdf] [supp]

[bibtex]

@InProceedings{Das_2021_ICCV, author = {Das, Soumi and Patibandla, Harikrishna and Bhattacharya, Suparna and Bera, Kshounis and Ganguly, Niloy and Bhattacharya, Sourangshu}, title = {TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6341-6350} }

Efficient Visual Pretraining With Contrastive Detection

Olivier J. Hénaff,

Skanda Koppula,

Jean-Baptiste Alayrac,

Aaron van den Oord,

Oriol Vinyals,

João Carreira

[pdf] [supp]

[bibtex]

@InProceedings{Henaff_2021_ICCV, author = {H\'enaff, Olivier J. and Koppula, Skanda and Alayrac, Jean-Baptiste and van den Oord, Aaron and Vinyals, Oriol and Carreira, Jo\~ao}, title = {Efficient Visual Pretraining With Contrastive Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10086-10096} }

Exploiting Scene Graphs for Human-Object Interaction Detection

Tao He,

Lianli Gao,

Jingkuan Song,

Yuan-Fang Li

[pdf] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Tao and Gao, Lianli and Song, Jingkuan and Li, Yuan-Fang}, title = {Exploiting Scene Graphs for Human-Object Interaction Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15984-15993} }

Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering

Jie Xu,

Yazhou Ren,

Huayi Tang,

Xiaorong Pu,

Xiaofeng Zhu,

Ming Zeng,

Lifang He

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jie and Ren, Yazhou and Tang, Huayi and Pu, Xiaorong and Zhu, Xiaofeng and Zeng, Ming and He, Lifang}, title = {Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9234-9243} }

TF-Blender: Temporal Feature Blender for Video Object Detection

Yiming Cui,

Liqi Yan,

Zhiwen Cao,

Dongfang Liu

[pdf]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Yiming and Yan, Liqi and Cao, Zhiwen and Liu, Dongfang}, title = {TF-Blender: Temporal Feature Blender for Video Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8138-8147} }

Adversarial Robustness for Unsupervised Domain Adaptation

Muhammad Awais,

Fengwei Zhou,

Hang Xu,

Lanqing Hong,

Ping Luo,

Sung-Ho Bae,

Zhenguo Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Awais_2021_ICCV, author = {Awais, Muhammad and Zhou, Fengwei and Xu, Hang and Hong, Lanqing and Luo, Ping and Bae, Sung-Ho and Li, Zhenguo}, title = {Adversarial Robustness for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8568-8577} }

Discovering 3D Parts From Image Collections

Chun-Han Yao,

Wei-Chih Hung,

Varun Jampani,

Ming-Hsuan Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Chun-Han and Hung, Wei-Chih and Jampani, Varun and Yang, Ming-Hsuan}, title = {Discovering 3D Parts From Image Collections}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12981-12990} }

ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification

Hao Chen,

Benoit Lagadec,

François Bremond

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Hao and Lagadec, Benoit and Bremond, Fran\c{c}ois}, title = {ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14960-14969} }

PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering

Yurui Ren,

Ge Li,

Yuanqi Chen,

Thomas H. Li,

Shan Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ren_2021_ICCV, author = {Ren, Yurui and Li, Ge and Chen, Yuanqi and Li, Thomas H. and Liu, Shan}, title = {PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13759-13768} }

Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand

Tianqiang Zhu,

Rina Wu,

Xiangbo Lin,

Yi Sun

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Tianqiang and Wu, Rina and Lin, Xiangbo and Sun, Yi}, title = {Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15741-15751} }

MAAS: Multi-Modal Assignation for Active Speaker Detection

Juan Léon Alcázar,

Fabian Caba,

Ali K. Thabet,

Bernard Ghanem

[pdf]

[bibtex]

@InProceedings{Alcazar_2021_ICCV, author = {Alc\'azar, Juan L\'eon and Caba, Fabian and Thabet, Ali K. and Ghanem, Bernard}, title = {MAAS: Multi-Modal Assignation for Active Speaker Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {265-274} }

Multi-Source Domain Adaptation for Object Detection

Xingxu Yao,

Sicheng Zhao,

Pengfei Xu,

Jufeng Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Xingxu and Zhao, Sicheng and Xu, Pengfei and Yang, Jufeng}, title = {Multi-Source Domain Adaptation for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3273-3282} }

Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

Heliang Zheng,

Huan Yang,

Jianlong Fu,

Zheng-Jun Zha,

Jiebo Luo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Heliang and Yang, Huan and Fu, Jianlong and Zha, Zheng-Jun and Luo, Jiebo}, title = {Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10242-10251} }

ShapeConv: Shape-Aware Convolutional Layer for Indoor RGB-D Semantic Segmentation

Jinming Cao,

Hanchao Leng,

Dani Lischinski,

Daniel Cohen-Or,

Changhe Tu,

Yangyan Li

[pdf] [supp]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Jinming and Leng, Hanchao and Lischinski, Dani and Cohen-Or, Daniel and Tu, Changhe and Li, Yangyan}, title = {ShapeConv: Shape-Aware Convolutional Layer for Indoor RGB-D Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7088-7097} }

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition

Shih-Cheng Huang,

Liyue Shen,

Matthew P. Lungren,

Serena Yeung

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Shih-Cheng and Shen, Liyue and Lungren, Matthew P. and Yeung, Serena}, title = {GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3942-3951} }

Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection

Ni Zhang,

Junwei Han,

Nian Liu,

Ling Shao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Ni and Han, Junwei and Liu, Nian and Shao, Ling}, title = {Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4167-4176} }

Visual Distant Supervision for Scene Graph Generation

Yuan Yao,

Ao Zhang,

Xu Han,

Mengdi Li,

Cornelius Weber,

Zhiyuan Liu,

Stefan Wermter,

Maosong Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Yuan and Zhang, Ao and Han, Xu and Li, Mengdi and Weber, Cornelius and Liu, Zhiyuan and Wermter, Stefan and Sun, Maosong}, title = {Visual Distant Supervision for Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15816-15826} }

Viewpoint-Agnostic Change Captioning With Cycle Consistency

Hoeseong Kim,

Jongseok Kim,

Hyungseok Lee,

Hyunsung Park,

Gunhee Kim

[pdf]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Hoeseong and Kim, Jongseok and Lee, Hyungseok and Park, Hyunsung and Kim, Gunhee}, title = {Viewpoint-Agnostic Change Captioning With Cycle Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2095-2104} }

Neural Video Portrait Relighting in Real-Time via Consistency Modeling

Longwen Zhang,

Qixuan Zhang,

Minye Wu,

Jingyi Yu,

Lan Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Longwen and Zhang, Qixuan and Wu, Minye and Yu, Jingyi and Xu, Lan}, title = {Neural Video Portrait Relighting in Real-Time via Consistency Modeling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {802-812} }

Image Shape Manipulation From a Single Augmented Training Sample

Yael Vinker,

Eliahu Horwitz,

Nir Zabari,

Yedid Hoshen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Vinker_2021_ICCV, author = {Vinker, Yael and Horwitz, Eliahu and Zabari, Nir and Hoshen, Yedid}, title = {Image Shape Manipulation From a Single Augmented Training Sample}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13769-13778} }

SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes

Xu Chen,

Yufeng Zheng,

Michael J. Black,

Otmar Hilliges,

Andreas Geiger

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xu and Zheng, Yufeng and Black, Michael J. and Hilliges, Otmar and Geiger, Andreas}, title = {SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11594-11604} }

Curvature Generation in Curved Spaces for Few-Shot Learning

Zhi Gao,

Yuwei Wu,

Yunde Jia,

Mehrtash Harandi

[pdf] [supp]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Zhi and Wu, Yuwei and Jia, Yunde and Harandi, Mehrtash}, title = {Curvature Generation in Curved Spaces for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8691-8700} }

Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning

Ming-Xian Lin,

Jie Yang,

He Wang,

Yu-Kun Lai,

Rongfei Jia,

Binqiang Zhao,

Lin Gao

[pdf] [supp]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Ming-Xian and Yang, Jie and Wang, He and Lai, Yu-Kun and Jia, Rongfei and Zhao, Binqiang and Gao, Lin}, title = {Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11405-11415} }

Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans

Ainaz Eftekhar,

Alexander Sax,

Jitendra Malik,

Amir Zamir

[pdf] [arXiv]

[bibtex]

@InProceedings{Eftekhar_2021_ICCV, author = {Eftekhar, Ainaz and Sax, Alexander and Malik, Jitendra and Zamir, Amir}, title = {Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10786-10796} }

Single View Physical Distance Estimation Using Human Pose

Xiaohan Fei,

Henry Wang,

Lin Lee Cheong,

Xiangyu Zeng,

Meng Wang,

Joseph Tighe

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fei_2021_ICCV, author = {Fei, Xiaohan and Wang, Henry and Cheong, Lin Lee and Zeng, Xiangyu and Wang, Meng and Tighe, Joseph}, title = {Single View Physical Distance Estimation Using Human Pose}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12406-12416} }

Few-Shot Semantic Segmentation With Cyclic Memory Network

Guo-Sen Xie,

Huan Xiong,

Jie Liu,

Yazhou Yao,

Ling Shao

[pdf]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Guo-Sen and Xiong, Huan and Liu, Jie and Yao, Yazhou and Shao, Ling}, title = {Few-Shot Semantic Segmentation With Cyclic Memory Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7293-7302} }

Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning

Zijia Lu,

Ehsan Elhamifar

[pdf] [supp]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Zijia and Elhamifar, Ehsan}, title = {Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8085-8095} }

Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search

Ziye Chen,

Yibing Zhan,

Baosheng Yu,

Mingming Gong,

Bo Du

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Ziye and Zhan, Yibing and Yu, Baosheng and Gong, Mingming and Du, Bo}, title = {Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10508-10517} }

SOTR: Segmenting Objects With Transformers

Ruohao Guo,

Dantong Niu,

Liao Qu,

Zhenbo Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Ruohao and Niu, Dantong and Qu, Liao and Li, Zhenbo}, title = {SOTR: Segmenting Objects With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7157-7166} }

Adaptive Surface Normal Constraint for Depth Estimation

Xiaoxiao Long,

Cheng Lin,

Lingjie Liu,

Wei Li,

Christian Theobalt,

Ruigang Yang,

Wenping Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Long_2021_ICCV, author = {Long, Xiaoxiao and Lin, Cheng and Liu, Lingjie and Li, Wei and Theobalt, Christian and Yang, Ruigang and Wang, Wenping}, title = {Adaptive Surface Normal Constraint for Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12849-12858} }

Enriching Local and Global Contexts for Temporal Action Localization

Zixin Zhu,

Wei Tang,

Le Wang,

Nanning Zheng,

Gang Hua

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Zixin and Tang, Wei and Wang, Le and Zheng, Nanning and Hua, Gang}, title = {Enriching Local and Global Contexts for Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13516-13525} }

Hypergraph Neural Networks for Hypergraph Matching

Xiaowei Liao,

Yong Xu,

Haibin Ling

[pdf]

[bibtex]

@InProceedings{Liao_2021_ICCV, author = {Liao, Xiaowei and Xu, Yong and Ling, Haibin}, title = {Hypergraph Neural Networks for Hypergraph Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1266-1275} }

DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection

Vitjan Zavrtanik,

Matej Kristan,

Danijel Skočaj

[pdf] [supp]

[bibtex]

@InProceedings{Zavrtanik_2021_ICCV, author = {Zavrtanik, Vitjan and Kristan, Matej and Sko\v{c}aj, Danijel}, title = {DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8330-8339} }

Gaussian Fusion: Accurate 3D Reconstruction via Geometry-Guided Displacement Interpolation

Duo Chen,

Zixin Tang,

Zhenyu Xu,

Yunan Zheng,

Yiguang Liu

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Duo and Tang, Zixin and Xu, Zhenyu and Zheng, Yunan and Liu, Yiguang}, title = {Gaussian Fusion: Accurate 3D Reconstruction via Geometry-Guided Displacement Interpolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5916-5925} }

Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection

Bingyao Yu,

Wanhua Li,

Xiu Li,

Jiwen Lu,

Jie Zhou

[pdf]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Bingyao and Li, Wanhua and Li, Xiu and Lu, Jiwen and Zhou, Jie}, title = {Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8188-8197} }

Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction

Bo Xu,

Han Huang,

Cheng Lu,

Ziwen Li,

Yandong Guo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Bo and Huang, Han and Lu, Cheng and Li, Ziwen and Guo, Yandong}, title = {Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {438-447} }

Mutual Supervision for Dense Object Detection

Ziteng Gao,

Limin Wang,

Gangshan Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Ziteng and Wang, Limin and Wu, Gangshan}, title = {Mutual Supervision for Dense Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3641-3650} }

Orthographic-Perspective Epipolar Geometry

Viktor Larsson,

Marc Pollefeys,

Magnus Oskarsson

[pdf] [supp]

[bibtex]

@InProceedings{Larsson_2021_ICCV, author = {Larsson, Viktor and Pollefeys, Marc and Oskarsson, Magnus}, title = {Orthographic-Perspective Epipolar Geometry}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5570-5578} }

Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset

Scott Ettinger,

Shuyang Cheng,

Benjamin Caine,

Chenxi Liu,

Hang Zhao,

Sabeek Pradhan,

Yuning Chai,

Ben Sapp,

Charles R. Qi,

Yin Zhou,

Zoey Yang,

Aurélien Chouard,

Pei Sun,

Jiquan Ngiam,

Vijay Vasudevan,

Alexander McCauley,

Jonathon Shlens,

Dragomir Anguelov

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ettinger_2021_ICCV, author = {Ettinger, Scott and Cheng, Shuyang and Caine, Benjamin and Liu, Chenxi and Zhao, Hang and Pradhan, Sabeek and Chai, Yuning and Sapp, Ben and Qi, Charles R. and Zhou, Yin and Yang, Zoey and Chouard, Aur\'elien and Sun, Pei and Ngiam, Jiquan and Vasudevan, Vijay and McCauley, Alexander and Shlens, Jonathon and Anguelov, Dragomir}, title = {Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9710-9719} }

Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation

Hongjun Chen,

Jinbao Wang,

Hong Cai Chen,

Xiantong Zhen,

Feng Zheng,

Rongrong Ji,

Ling Shao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Hongjun and Wang, Jinbao and Chen, Hong Cai and Zhen, Xiantong and Zheng, Feng and Ji, Rongrong and Shao, Ling}, title = {Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6920-6929} }

Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval

Min Jin Chong,

Wen-Sheng Chu,

Abhishek Kumar,

David Forsyth

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chong_2021_ICCV, author = {Chong, Min Jin and Chu, Wen-Sheng and Kumar, Abhishek and Forsyth, David}, title = {Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3887-3896} }

Rethinking and Improving Relative Position Encoding for Vision Transformer

Kan Wu,

Houwen Peng,

Minghao Chen,

Jianlong Fu,

Hongyang Chao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Kan and Peng, Houwen and Chen, Minghao and Fu, Jianlong and Chao, Hongyang}, title = {Rethinking and Improving Relative Position Encoding for Vision Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10033-10041} }

Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks

Yongcheng Jing,

Yiding Yang,

Xinchao Wang,

Mingli Song,

Dacheng Tao

[pdf] [supp]

[bibtex]

@InProceedings{Jing_2021_ICCV, author = {Jing, Yongcheng and Yang, Yiding and Wang, Xinchao and Song, Mingli and Tao, Dacheng}, title = {Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5301-5310} }

STRIVE: Scene Text Replacement in Videos

Vijay Kumar B G,

Jeyasri Subramanian,

Varnith Chordia,

Eugene Bart,

Shaobo Fang,

Kelly Guan,

Raja Bala

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{G_2021_ICCV, author = {G, Vijay Kumar B and Subramanian, Jeyasri and Chordia, Varnith and Bart, Eugene and Fang, Shaobo and Guan, Kelly and Bala, Raja}, title = {STRIVE: Scene Text Replacement in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14549-14558} }

Disentangled High Quality Salient Object Detection

Lv Tang,

Bo Li,

Yijie Zhong,

Shouhong Ding,

Mofei Song

[pdf] [supp]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Lv and Li, Bo and Zhong, Yijie and Ding, Shouhong and Song, Mofei}, title = {Disentangled High Quality Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3580-3590} }

FREE: Feature Refinement for Generalized Zero-Shot Learning

Shiming Chen,

Wenjie Wang,

Beihao Xia,

Qinmu Peng,

Xinge You,

Feng Zheng,

Ling Shao

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shiming and Wang, Wenjie and Xia, Beihao and Peng, Qinmu and You, Xinge and Zheng, Feng and Shao, Ling}, title = {FREE: Feature Refinement for Generalized Zero-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {122-131} }

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

Mike Roberts,

Jason Ramapuram,

Anurag Ranjan,

Atulit Kumar,

Miguel Angel Bautista,

Nathan Paczan,

Russ Webb,

Joshua M. Susskind

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Roberts_2021_ICCV, author = {Roberts, Mike and Ramapuram, Jason and Ranjan, Anurag and Kumar, Atulit and Bautista, Miguel Angel and Paczan, Nathan and Webb, Russ and Susskind, Joshua M.}, title = {Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10912-10922} }

Self-Supervised Object Detection via Generative Image Synthesis

Siva Karthik Mustikovela,

Shalini De Mello,

Aayush Prakash,

Umar Iqbal,

Sifei Liu,

Thu Nguyen-Phuoc,

Carsten Rother,

Jan Kautz

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mustikovela_2021_ICCV, author = {Mustikovela, Siva Karthik and De Mello, Shalini and Prakash, Aayush and Iqbal, Umar and Liu, Sifei and Nguyen-Phuoc, Thu and Rother, Carsten and Kautz, Jan}, title = {Self-Supervised Object Detection via Generative Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8609-8618} }

Action-Conditioned 3D Human Motion Synthesis With Transformer VAE

Mathis Petrovich,

Michael J. Black,

Gül Varol

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Petrovich_2021_ICCV, author = {Petrovich, Mathis and Black, Michael J. and Varol, G\"ul}, title = {Action-Conditioned 3D Human Motion Synthesis With Transformer VAE}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10985-10995} }

Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?

Yue Song,

Nicu Sebe,

Wei Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Yue and Sebe, Nicu and Wang, Wei}, title = {Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1115-1123} }

SUNet: Symmetric Undistortion Network for Rolling Shutter Correction

Bin Fan,

Yuchao Dai,

Mingyi He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Bin and Dai, Yuchao and He, Mingyi}, title = {SUNet: Symmetric Undistortion Network for Rolling Shutter Correction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4541-4550} }

DWKS: A Local Descriptor of Deformations Between Meshes and Point Clouds

Robin Magnet,

Maks Ovsjanikov

[pdf] [supp]

[bibtex]

@InProceedings{Magnet_2021_ICCV, author = {Magnet, Robin and Ovsjanikov, Maks}, title = {DWKS: A Local Descriptor of Deformations Between Meshes and Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3793-3802} }

PixelPyramids: Exact Inference Models From Lossless Image Pyramids

Shweta Mahajan,

Stefan Roth

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mahajan_2021_ICCV, author = {Mahajan, Shweta and Roth, Stefan}, title = {PixelPyramids: Exact Inference Models From Lossless Image Pyramids}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6639-6648} }

Deep Blind Video Super-Resolution

Jinshan Pan,

Haoran Bai,

Jiangxin Dong,

Jiawei Zhang,

Jinhui Tang

[pdf] [supp]

[bibtex]

@InProceedings{Pan_2021_ICCV, author = {Pan, Jinshan and Bai, Haoran and Dong, Jiangxin and Zhang, Jiawei and Tang, Jinhui}, title = {Deep Blind Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4811-4820} }

Deep Relational Metric Learning

Wenzhao Zheng,

Borui Zhang,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Wenzhao and Zhang, Borui and Lu, Jiwen and Zhou, Jie}, title = {Deep Relational Metric Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12065-12074} }

A Unified Objective for Novel Class Discovery

Enrico Fini,

Enver Sangineto,

Stéphane Lathuilière,

Zhun Zhong,

Moin Nabi,

Elisa Ricci

[pdf] [supp]

[bibtex]

@InProceedings{Fini_2021_ICCV, author = {Fini, Enrico and Sangineto, Enver and Lathuili\`ere, St\'ephane and Zhong, Zhun and Nabi, Moin and Ricci, Elisa}, title = {A Unified Objective for Novel Class Discovery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9284-9292} }

Provably Approximated Point Cloud Registration

Ibrahim Jubran,

Alaa Maalouf,

Ron Kimmel,

Dan Feldman

[pdf] [supp]

[bibtex]

@InProceedings{Jubran_2021_ICCV, author = {Jubran, Ibrahim and Maalouf, Alaa and Kimmel, Ron and Feldman, Dan}, title = {Provably Approximated Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13269-13278} }

SAT: 2D Semantics Assisted Training for 3D Visual Grounding

Zhengyuan Yang,

Songyang Zhang,

Liwei Wang,

Jiebo Luo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Zhengyuan and Zhang, Songyang and Wang, Liwei and Luo, Jiebo}, title = {SAT: 2D Semantics Assisted Training for 3D Visual Grounding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1856-1866} }

Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings

Mazda Moayeri,

Soheil Feizi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Moayeri_2021_ICCV, author = {Moayeri, Mazda and Feizi, Soheil}, title = {Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7677-7686} }

Invisible Backdoor Attack With Sample-Specific Triggers

Yuezun Li,

Yiming Li,

Baoyuan Wu,

Longkang Li,

Ran He,

Siwei Lyu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yuezun and Li, Yiming and Wu, Baoyuan and Li, Longkang and He, Ran and Lyu, Siwei}, title = {Invisible Backdoor Attack With Sample-Specific Triggers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16463-16472} }

Toward a Visual Concept Vocabulary for GAN Latent Space

Sarah Schwettmann,

Evan Hernandez,

David Bau,

Samuel Klein,

Jacob Andreas,

Antonio Torralba

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Schwettmann_2021_ICCV, author = {Schwettmann, Sarah and Hernandez, Evan and Bau, David and Klein, Samuel and Andreas, Jacob and Torralba, Antonio}, title = {Toward a Visual Concept Vocabulary for GAN Latent Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6804-6812} }

Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations

Xiaoyu Zhu,

Jeffrey Chen,

Xiangrui Zeng,

Junwei Liang,

Chengqi Li,

Sinuo Liu,

Sima Behpour,

Min Xu

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Xiaoyu and Chen, Jeffrey and Zeng, Xiangrui and Liang, Junwei and Li, Chengqi and Liu, Sinuo and Behpour, Sima and Xu, Min}, title = {Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2834-2844} }

Bootstrap Your Own Correspondences

Mohamed El Banani,

Justin Johnson

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{El_Banani_2021_ICCV, author = {El Banani, Mohamed and Johnson, Justin}, title = {Bootstrap Your Own Correspondences}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6433-6442} }

A Multi-Mode Modulator for Multi-Domain Few-Shot Classification

Yanbin Liu,

Juho Lee,

Linchao Zhu,

Ling Chen,

Humphrey Shi,

Yi Yang

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yanbin and Lee, Juho and Zhu, Linchao and Chen, Ling and Shi, Humphrey and Yang, Yi}, title = {A Multi-Mode Modulator for Multi-Domain Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8453-8462} }

SketchAA: Abstract Representation for Abstract Sketches

Lan Yang,

Kaiyue Pang,

Honggang Zhang,

Yi-Zhe Song

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Lan and Pang, Kaiyue and Zhang, Honggang and Song, Yi-Zhe}, title = {SketchAA: Abstract Representation for Abstract Sketches}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10097-10106} }

Detecting Human-Object Relationships in Videos

Jingwei Ji,

Rishi Desai,

Juan Carlos Niebles

[pdf] [supp]

[bibtex]

@InProceedings{Ji_2021_ICCV, author = {Ji, Jingwei and Desai, Rishi and Niebles, Juan Carlos}, title = {Detecting Human-Object Relationships in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8106-8116} }

Adaptive Curriculum Learning

Yajing Kong,

Liu Liu,

Jun Wang,

Dacheng Tao

[pdf] [supp]

[bibtex]

@InProceedings{Kong_2021_ICCV, author = {Kong, Yajing and Liu, Liu and Wang, Jun and Tao, Dacheng}, title = {Adaptive Curriculum Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5067-5076} }

SurfaceNet: Adversarial SVBRDF Estimation From a Single Image

Giuseppe Vecchio,

Simone Palazzo,

Concetto Spampinato

[pdf] [arXiv]

[bibtex]

@InProceedings{Vecchio_2021_ICCV, author = {Vecchio, Giuseppe and Palazzo, Simone and Spampinato, Concetto}, title = {SurfaceNet: Adversarial SVBRDF Estimation From a Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12840-12848} }

FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting

Zhiwen Fan,

Lingjie Zhu,

Honghua Li,

Xiaohao Chen,

Siyu Zhu,

Ping Tan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Zhiwen and Zhu, Lingjie and Li, Honghua and Chen, Xiaohao and Zhu, Siyu and Tan, Ping}, title = {FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10128-10137} }

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning

Shu Hu,

Lipeng Ke,

Xin Wang,

Siwei Lyu

[pdf] [supp]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Shu and Ke, Lipeng and Wang, Xin and Lyu, Siwei}, title = {TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7649-7657} }

Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation

Zhiqiang Gao,

Shufei Zhang,

Kaizhu Huang,

Qiufeng Wang,

Chaoliang Zhong

[pdf] [supp]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Zhiqiang and Zhang, Shufei and Huang, Kaizhu and Wang, Qiufeng and Zhong, Chaoliang}, title = {Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8937-8946} }

Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations

Andreas Panteli,

Jonas Teuwen,

Hugo Horlings,

Efstratios Gavves

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Panteli_2021_ICCV, author = {Panteli, Andreas and Teuwen, Jonas and Horlings, Hugo and Gavves, Efstratios}, title = {Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2813-2823} }

Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization

Yaoming Wang,

Yuchen Liu,

Wenrui Dai,

Chenglin Li,

Junni Zou,

Hongkai Xiong

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yaoming and Liu, Yuchen and Dai, Wenrui and Li, Chenglin and Zou, Junni and Xiong, Hongkai}, title = {Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12312-12321} }

Motion Deblurring With Real Events

Fang Xu,

Lei Yu,

Bishan Wang,

Wen Yang,

Gui-Song Xia,

Xu Jia,

Zhendong Qiao,

Jianzhuang Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Fang and Yu, Lei and Wang, Bishan and Yang, Wen and Xia, Gui-Song and Jia, Xu and Qiao, Zhendong and Liu, Jianzhuang}, title = {Motion Deblurring With Real Events}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2583-2592} }

Episodic Transformer for Vision-and-Language Navigation

Alexander Pashevich,

Cordelia Schmid,

Chen Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pashevich_2021_ICCV, author = {Pashevich, Alexander and Schmid, Cordelia and Sun, Chen}, title = {Episodic Transformer for Vision-and-Language Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15942-15952} }

Change Is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery

Zhuo Zheng,

Ailong Ma,

Liangpei Zhang,

Yanfei Zhong

[pdf] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Zhuo and Ma, Ailong and Zhang, Liangpei and Zhong, Yanfei}, title = {Change Is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15193-15202} }

Visual Saliency Transformer

Nian Liu,

Ni Zhang,

Kaiyuan Wan,

Ling Shao,

Junwei Han

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Nian and Zhang, Ni and Wan, Kaiyuan and Shao, Ling and Han, Junwei}, title = {Visual Saliency Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4722-4732} }

Event-Based Video Reconstruction Using Transformer

Wenming Weng,

Yueyi Zhang,

Zhiwei Xiong

[pdf] [supp]

[bibtex]

@InProceedings{Weng_2021_ICCV, author = {Weng, Wenming and Zhang, Yueyi and Xiong, Zhiwei}, title = {Event-Based Video Reconstruction Using Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2563-2572} }

Naturalistic Physical Adversarial Patch for Object Detectors

Yu-Chih-Tuan Hu,

Bo-Han Kung,

Daniel Stanley Tan,

Jun-Cheng Chen,

Kai-Lung Hua,

Wen-Huang Cheng

[pdf] [supp]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Yu-Chih-Tuan and Kung, Bo-Han and Tan, Daniel Stanley and Chen, Jun-Cheng and Hua, Kai-Lung and Cheng, Wen-Huang}, title = {Naturalistic Physical Adversarial Patch for Object Detectors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7848-7857} }

Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation

Seokju Lee,

Francois Rameau,

Fei Pan,

In So Kweon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Seokju and Rameau, Francois and Pan, Fei and Kweon, In So}, title = {Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4862-4871} }

Graspness Discovery in Clutters for Fast and Accurate Grasp Detection

Chenxi Wang,

Hao-Shu Fang,

Minghao Gou,

Hongjie Fang,

Jin Gao,

Cewu Lu

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Chenxi and Fang, Hao-Shu and Gou, Minghao and Fang, Hongjie and Gao, Jin and Lu, Cewu}, title = {Graspness Discovery in Clutters for Fast and Accurate Grasp Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15964-15973} }

Gradient Normalization for Generative Adversarial Networks

Yi-Lun Wu,

Hong-Han Shuai,

Zhi-Rui Tam,

Hong-Yu Chiu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Yi-Lun and Shuai, Hong-Han and Tam, Zhi-Rui and Chiu, Hong-Yu}, title = {Gradient Normalization for Generative Adversarial Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6373-6382} }

Clustering by Maximizing Mutual Information Across Views

Kien Do,

Truyen Tran,

Svetha Venkatesh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Do_2021_ICCV, author = {Do, Kien and Tran, Truyen and Venkatesh, Svetha}, title = {Clustering by Maximizing Mutual Information Across Views}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9928-9938} }

SIGN: Spatial-Information Incorporated Generative Network for Generalized Zero-Shot Semantic Segmentation

Jiaxin Cheng,

Soumyaroop Nandi,

Prem Natarajan,

Wael Abd-Almageed

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Jiaxin and Nandi, Soumyaroop and Natarajan, Prem and Abd-Almageed, Wael}, title = {SIGN: Spatial-Information Incorporated Generative Network for Generalized Zero-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9556-9566} }

Learning With Privileged Tasks

Yuru Song,

Zan Lou,

Shan You,

Erkun Yang,

Fei Wang,

Chen Qian,

Changshui Zhang,

Xiaogang Wang

[pdf] [supp]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Yuru and Lou, Zan and You, Shan and Yang, Erkun and Wang, Fei and Qian, Chen and Zhang, Changshui and Wang, Xiaogang}, title = {Learning With Privileged Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10685-10694} }

Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning

Zixu Zhao,

Yueming Jin,

Pheng-Ann Heng

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Zixu and Jin, Yueming and Heng, Pheng-Ann}, title = {Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9960-9969} }

DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities

Elias Eulig,

Piyapat Saranrittichai,

Chaithanya Kumar Mummadi,

Kilian Rambach,

William Beluch,

Xiahan Shi,

Volker Fischer

[pdf] [supp]

[bibtex]

@InProceedings{Eulig_2021_ICCV, author = {Eulig, Elias and Saranrittichai, Piyapat and Mummadi, Chaithanya Kumar and Rambach, Kilian and Beluch, William and Shi, Xiahan and Fischer, Volker}, title = {DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10655-10664} }

ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer

Boseung Jeong,

Jicheol Park,

Suha Kwak

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jeong_2021_ICCV, author = {Jeong, Boseung and Park, Jicheol and Kwak, Suha}, title = {ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12016-12025} }

Learning Inner-Group Relations on Point Clouds

Haoxi Ran,

Wei Zhuo,

Jun Liu,

Li Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ran_2021_ICCV, author = {Ran, Haoxi and Zhuo, Wei and Liu, Jun and Lu, Li}, title = {Learning Inner-Group Relations on Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15477-15487} }

Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows

Ze Liu,

Yutong Lin,

Yue Cao,

Han Hu,

Yixuan Wei,

Zheng Zhang,

Stephen Lin,

Baining Guo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Ze and Lin, Yutong and Cao, Yue and Hu, Han and Wei, Yixuan and Zhang, Zheng and Lin, Stephen and Guo, Baining}, title = {Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10012-10022} }

Dynamic Cross Feature Fusion for Remote Sensing Pansharpening

Xiao Wu,

Ting-Zhu Huang,

Liang-Jian Deng,

Tian-Jing Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Xiao and Huang, Ting-Zhu and Deng, Liang-Jian and Zhang, Tian-Jing}, title = {Dynamic Cross Feature Fusion for Remote Sensing Pansharpening}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14687-14696} }

Free-Form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud

Mingtao Feng,

Zhen Li,

Qi Li,

Liang Zhang,

XiangDong Zhang,

Guangming Zhu,

Hui Zhang,

Yaonan Wang,

Ajmal Mian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Mingtao and Li, Zhen and Li, Qi and Zhang, Liang and Zhang, XiangDong and Zhu, Guangming and Zhang, Hui and Wang, Yaonan and Mian, Ajmal}, title = {Free-Form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3722-3731} }

The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection

Zhikang Zou,

Xiaoqing Ye,

Liang Du,

Xianhui Cheng,

Xiao Tan,

Li Zhang,

Jianfeng Feng,

Xiangyang Xue,

Errui Ding

[pdf] [supp]

[bibtex]

@InProceedings{Zou_2021_ICCV, author = {Zou, Zhikang and Ye, Xiaoqing and Du, Liang and Cheng, Xianhui and Tan, Xiao and Zhang, Li and Feng, Jianfeng and Xue, Xiangyang and Ding, Errui}, title = {The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2713-2722} }

SimROD: A Simple Adaptation Method for Robust Object Detection

Rindra Ramamonjison,

Amin Banitalebi-Dehkordi,

Xinyu Kang,

Xiaolong Bai,

Yong Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Ramamonjison_2021_ICCV, author = {Ramamonjison, Rindra and Banitalebi-Dehkordi, Amin and Kang, Xinyu and Bai, Xiaolong and Zhang, Yong}, title = {SimROD: A Simple Adaptation Method for Robust Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3570-3579} }

Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues

Frank Julca-Aguilar,

Jason Taylor,

Mario Bijelic,

Fahim Mannan,

Ethan Tseng,

Felix Heide

[pdf] [supp]

[bibtex]

@InProceedings{Julca-Aguilar_2021_ICCV, author = {Julca-Aguilar, Frank and Taylor, Jason and Bijelic, Mario and Mannan, Fahim and Tseng, Ethan and Heide, Felix}, title = {Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2938-2948} }

iMAP: Implicit Mapping and Positioning in Real-Time

Edgar Sucar,

Shikun Liu,

Joseph Ortiz,

Andrew J. Davison

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sucar_2021_ICCV, author = {Sucar, Edgar and Liu, Shikun and Ortiz, Joseph and Davison, Andrew J.}, title = {iMAP: Implicit Mapping and Positioning in Real-Time}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6229-6238} }

Conditional Diffusion for Interactive Segmentation

Xi Chen,

Zhiyan Zhao,

Feiwu Yu,

Yilei Zhang,

Manni Duan

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xi and Zhao, Zhiyan and Yu, Feiwu and Zhang, Yilei and Duan, Manni}, title = {Conditional Diffusion for Interactive Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7345-7354} }

Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels

Jiannan Guo,

Haochen Shi,

Yangyang Kang,

Kun Kuang,

Siliang Tang,

Zhuoren Jiang,

Changlong Sun,

Fei Wu,

Yueting Zhuang

[pdf]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Jiannan and Shi, Haochen and Kang, Yangyang and Kuang, Kun and Tang, Siliang and Jiang, Zhuoren and Sun, Changlong and Wu, Fei and Zhuang, Yueting}, title = {Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2896-2905} }

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Prithvijit Chattopadhyay,

Judy Hoffman,

Roozbeh Mottaghi,

Aniruddha Kembhavi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chattopadhyay_2021_ICCV, author = {Chattopadhyay, Prithvijit and Hoffman, Judy and Mottaghi, Roozbeh and Kembhavi, Aniruddha}, title = {RobustNav: Towards Benchmarking Robustness in Embodied Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15691-15700} }

Conditional Variational Capsule Network for Open Set Recognition

Yunrui Guo,

Guglielmo Camporese,

Wenjing Yang,

Alessandro Sperduti,

Lamberto Ballan

[pdf] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Yunrui and Camporese, Guglielmo and Yang, Wenjing and Sperduti, Alessandro and Ballan, Lamberto}, title = {Conditional Variational Capsule Network for Open Set Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {103-111} }

Towards Real-World Prohibited Item Detection: A Large-Scale X-Ray Benchmark

Boying Wang,

Libo Zhang,

Longyin Wen,

Xianglong Liu,

Yanjun Wu

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Boying and Zhang, Libo and Wen, Longyin and Liu, Xianglong and Wu, Yanjun}, title = {Towards Real-World Prohibited Item Detection: A Large-Scale X-Ray Benchmark}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5412-5421} }

Let's See Clearly: Contaminant Artifact Removal for Moving Cameras

Xiaoyu Li,

Bo Zhang,

Jing Liao,

Pedro V. Sander

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Xiaoyu and Zhang, Bo and Liao, Jing and Sander, Pedro V.}, title = {Let's See Clearly: Contaminant Artifact Removal for Moving Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2011-2020} }

Generating Attribution Maps With Disentangled Masked Backpropagation

Adria Ruiz,

Antonio Agudo,

Francesc Moreno-Noguer

[pdf] [supp]

[bibtex]

@InProceedings{Ruiz_2021_ICCV, author = {Ruiz, Adria and Agudo, Antonio and Moreno-Noguer, Francesc}, title = {Generating Attribution Maps With Disentangled Masked Backpropagation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {905-914} }

A Simple Baseline for Weakly-Supervised Scene Graph Generation

Jing Shi,

Yiwu Zhong,

Ning Xu,

Yin Li,

Chenliang Xu

[pdf]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Jing and Zhong, Yiwu and Xu, Ning and Li, Yin and Xu, Chenliang}, title = {A Simple Baseline for Weakly-Supervised Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16393-16402} }

Self-Supervised Vessel Segmentation via Adversarial Learning

Yuxin Ma,

Yang Hua,

Hanming Deng,

Tao Song,

Hao Wang,

Zhengui Xue,

Heng Cao,

Ruhui Ma,

Haibing Guan

[pdf] [supp]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Yuxin and Hua, Yang and Deng, Hanming and Song, Tao and Wang, Hao and Xue, Zhengui and Cao, Heng and Ma, Ruhui and Guan, Haibing}, title = {Self-Supervised Vessel Segmentation via Adversarial Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7536-7545} }

3DStyleNet: Creating 3D Shapes With Geometric and Texture Style Variations

Kangxue Yin,

Jun Gao,

Maria Shugrina,

Sameh Khamis,

Sanja Fidler

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yin_2021_ICCV, author = {Yin, Kangxue and Gao, Jun and Shugrina, Maria and Khamis, Sameh and Fidler, Sanja}, title = {3DStyleNet: Creating 3D Shapes With Geometric and Texture Style Variations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12456-12465} }

NeRD: Neural Reflectance Decomposition From Image Collections

Mark Boss,

Raphael Braun,

Varun Jampani,

Jonathan T. Barron,

Ce Liu,

Hendrik P.A. Lensch

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Boss_2021_ICCV, author = {Boss, Mark and Braun, Raphael and Jampani, Varun and Barron, Jonathan T. and Liu, Ce and Lensch, Hendrik P.A.}, title = {NeRD: Neural Reflectance Decomposition From Image Collections}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12684-12694} }

Deep Hybrid Self-Prior for Full 3D Mesh Generation

Xingkui Wei,

Zhengqing Chen,

Yanwei Fu,

Zhaopeng Cui,

Yinda Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Xingkui and Chen, Zhengqing and Fu, Yanwei and Cui, Zhaopeng and Zhang, Yinda}, title = {Deep Hybrid Self-Prior for Full 3D Mesh Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5805-5814} }

MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction

Lingwei Dang,

Yongwei Nie,

Chengjiang Long,

Qing Zhang,

Guiqing Li

[pdf] [supp]

[bibtex]

@InProceedings{Dang_2021_ICCV, author = {Dang, Lingwei and Nie, Yongwei and Long, Chengjiang and Zhang, Qing and Li, Guiqing}, title = {MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11467-11476} }

Super Resolve Dynamic Scene From Continuous Spike Streams

Jing Zhao,

Jiyu Xie,

Ruiqin Xiong,

Jian Zhang,

Zhaofei Yu,

Tiejun Huang

[pdf] [supp]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Jing and Xie, Jiyu and Xiong, Ruiqin and Zhang, Jian and Yu, Zhaofei and Huang, Tiejun}, title = {Super Resolve Dynamic Scene From Continuous Spike Streams}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2533-2542} }

Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation

Beibei Lin,

Shunli Zhang,

Xin Yu

[pdf] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Beibei and Zhang, Shunli and Yu, Xin}, title = {Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14648-14656} }

Labels4Free: Unsupervised Segmentation Using StyleGAN

Rameen Abdal,

Peihao Zhu,

Niloy J. Mitra,

Peter Wonka

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Abdal_2021_ICCV, author = {Abdal, Rameen and Zhu, Peihao and Mitra, Niloy J. and Wonka, Peter}, title = {Labels4Free: Unsupervised Segmentation Using StyleGAN}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13970-13979} }

Harnessing the Conditioning Sensorium for Improved Image Translation

Cooper Nederhood,

Nicholas Kolkin,

Deqing Fu,

Jason Salavon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Nederhood_2021_ICCV, author = {Nederhood, Cooper and Kolkin, Nicholas and Fu, Deqing and Salavon, Jason}, title = {Harnessing the Conditioning Sensorium for Improved Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6752-6761} }

DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation

Maosheng Ye,

Shuangjie Xu,

Tongyi Cao,

Qifeng Chen

[pdf] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Maosheng and Xu, Shuangjie and Cao, Tongyi and Chen, Qifeng}, title = {DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7447-7456} }

Spectral Leakage and Rethinking the Kernel Size in CNNs

Nergis Tomen,

Jan C. van Gemert

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tomen_2021_ICCV, author = {Tomen, Nergis and van Gemert, Jan C.}, title = {Spectral Leakage and Rethinking the Kernel Size in CNNs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5138-5147} }

High-Fidelity Pluralistic Image Completion With Transformers

Ziyu Wan,

Jingbo Zhang,

Dongdong Chen,

Jing Liao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wan_2021_ICCV, author = {Wan, Ziyu and Zhang, Jingbo and Chen, Dongdong and Liao, Jing}, title = {High-Fidelity Pluralistic Image Completion With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4692-4701} }

Dance With Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos

Didik Purwanto,

Yie-Tarng Chen,

Wen-Hsien Fang

[pdf]

[bibtex]

@InProceedings{Purwanto_2021_ICCV, author = {Purwanto, Didik and Chen, Yie-Tarng and Fang, Wen-Hsien}, title = {Dance With Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {173-183} }

Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation

Ayan Kumar Bhunia,

Aneeshan Sain,

Pinaki Nath Chowdhury,

Yi-Zhe Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhunia_2021_ICCV, author = {Bhunia, Ayan Kumar and Sain, Aneeshan and Chowdhury, Pinaki Nath and Song, Yi-Zhe}, title = {Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {983-992} }

Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition

Xiaodan Hu,

Narendra Ahuja

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Xiaodan and Ahuja, Narendra}, title = {Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11015-11024} }

What You Can Learn by Staring at a Blank Wall

Prafull Sharma,

Miika Aittala,

Yoav Y. Schechner,

Antonio Torralba,

Gregory W. Wornell,

William T. Freeman,

Frédo Durand

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sharma_2021_ICCV, author = {Sharma, Prafull and Aittala, Miika and Schechner, Yoav Y. and Torralba, Antonio and Wornell, Gregory W. and Freeman, William T. and Durand, Fr\'edo}, title = {What You Can Learn by Staring at a Blank Wall}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2330-2339} }

Improving Contrastive Learning by Visualizing Feature Transformation

Rui Zhu,

Bingchen Zhao,

Jingen Liu,

Zhenglong Sun,

Chang Wen Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Rui and Zhao, Bingchen and Liu, Jingen and Sun, Zhenglong and Chen, Chang Wen}, title = {Improving Contrastive Learning by Visualizing Feature Transformation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10306-10315} }

Complementary Patch for Weakly Supervised Semantic Segmentation

Fei Zhang,

Chaochen Gu,

Chenyue Zhang,

Yuchao Dai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Fei and Gu, Chaochen and Zhang, Chenyue and Dai, Yuchao}, title = {Complementary Patch for Weakly Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7242-7251} }

Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining

Xunlin Zhan,

Yangxin Wu,

Xiao Dong,

Yunchao Wei,

Minlong Lu,

Yichi Zhang,

Hang Xu,

Xiaodan Liang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhan_2021_ICCV, author = {Zhan, Xunlin and Wu, Yangxin and Dong, Xiao and Wei, Yunchao and Lu, Minlong and Zhang, Yichi and Xu, Hang and Liang, Xiaodan}, title = {Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11782-11791} }

StyleFormer: Real-Time Arbitrary Style Transfer via Parametric Style Composition

Xiaolei Wu,

Zhihao Hu,

Lu Sheng,

Dong Xu

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Xiaolei and Hu, Zhihao and Sheng, Lu and Xu, Dong}, title = {StyleFormer: Real-Time Arbitrary Style Transfer via Parametric Style Composition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14618-14627} }

Hypercorrelation Squeeze for Few-Shot Segmentation

Juhong Min,

Dahyun Kang,

Minsu Cho

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Min_2021_ICCV, author = {Min, Juhong and Kang, Dahyun and Cho, Minsu}, title = {Hypercorrelation Squeeze for Few-Shot Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6941-6952} }

Digging Into Uncertainty in Self-Supervised Multi-View Stereo

Hongbin Xu,

Zhipeng Zhou,

Yali Wang,

Wenxiong Kang,

Baigui Sun,

Hao Li,

Yu Qiao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Hongbin and Zhou, Zhipeng and Wang, Yali and Kang, Wenxiong and Sun, Baigui and Li, Hao and Qiao, Yu}, title = {Digging Into Uncertainty in Self-Supervised Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6078-6087} }

A Style and Semantic Memory Mechanism for Domain Generalization

Yang Chen,

Yu Wang,

Yingwei Pan,

Ting Yao,

Xinmei Tian,

Tao Mei

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yang and Wang, Yu and Pan, Yingwei and Yao, Ting and Tian, Xinmei and Mei, Tao}, title = {A Style and Semantic Memory Mechanism for Domain Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9164-9173} }

EigenGAN: Layer-Wise Eigen-Learning for GANs

Zhenliang He,

Meina Kan,

Shiguang Shan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Zhenliang and Kan, Meina and Shan, Shiguang}, title = {EigenGAN: Layer-Wise Eigen-Learning for GANs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14408-14417} }

Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics

Gun-Hee Lee,

Seong-Whan Lee

[pdf]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Gun-Hee and Lee, Seong-Whan}, title = {Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12375-12384} }

Neural TMDlayer: Modeling Instantaneous Flow of Features via SDE Generators

Zihang Meng,

Vikas Singh,

Sathya N. Ravi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meng_2021_ICCV, author = {Meng, Zihang and Singh, Vikas and Ravi, Sathya N.}, title = {Neural TMDlayer: Modeling Instantaneous Flow of Features via SDE Generators}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11635-11644} }

Rethinking Transformer-Based Set Prediction for Object Detection

Zhiqing Sun,

Shengcao Cao,

Yiming Yang,

Kris M. Kitani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Zhiqing and Cao, Shengcao and Yang, Yiming and Kitani, Kris M.}, title = {Rethinking Transformer-Based Set Prediction for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3611-3620} }

FIERY: Future Instance Prediction in Bird's-Eye View From Surround Monocular Cameras

Anthony Hu,

Zak Murez,

Nikhil Mohan,

Sofía Dudas,

Jeffrey Hawke,

Vijay Badrinarayanan,

Roberto Cipolla,

Alex Kendall

[pdf] [supp]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Anthony and Murez, Zak and Mohan, Nikhil and Dudas, Sof{\'\i}a and Hawke, Jeffrey and Badrinarayanan, Vijay and Cipolla, Roberto and Kendall, Alex}, title = {FIERY: Future Instance Prediction in Bird's-Eye View From Surround Monocular Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15273-15282} }

CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks

Liuwan Zhu,

Rui Ning,

Chunsheng Xin,

Chonggang Wang,

Hongyi Wu

[pdf]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Liuwan and Ning, Rui and Xin, Chunsheng and Wang, Chonggang and Wu, Hongyi}, title = {CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16453-16462} }

Motion-Augmented Self-Training for Video Recognition at Smaller Scale

Kirill Gavrilyuk,

Mihir Jain,

Ilia Karmanov,

Cees G. M. Snoek

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gavrilyuk_2021_ICCV, author = {Gavrilyuk, Kirill and Jain, Mihir and Karmanov, Ilia and Snoek, Cees G. M.}, title = {Motion-Augmented Self-Training for Video Recognition at Smaller Scale}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10429-10438} }

Generating Smooth Pose Sequences for Diverse Human Motion Prediction

Wei Mao,

Miaomiao Liu,

Mathieu Salzmann

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Wei and Liu, Miaomiao and Salzmann, Mathieu}, title = {Generating Smooth Pose Sequences for Diverse Human Motion Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13309-13318} }

DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension

Roman Shapovalov,

David Novotny,

Benjamin Graham,

Patrick Labatut,

Andrea Vedaldi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shapovalov_2021_ICCV, author = {Shapovalov, Roman and Novotny, David and Graham, Benjamin and Labatut, Patrick and Vedaldi, Andrea}, title = {DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11729-11739} }

Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer

Yang Liu,

Ziyu Yue,

Jinshan Pan,

Zhixun Su

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yang and Yue, Ziyu and Pan, Jinshan and Su, Zhixun}, title = {Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4753-4761} }

Self-Supervised Image Prior Learning With GMM From a Single Noisy Image

Haosen Liu,

Xuan Liu,

Jiangbo Lu,

Shan Tan

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Haosen and Liu, Xuan and Lu, Jiangbo and Tan, Shan}, title = {Self-Supervised Image Prior Learning With GMM From a Single Noisy Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2845-2854} }

Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation

Donghyeon Baek,

Youngmin Oh,

Bumsub Ham

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Baek_2021_ICCV, author = {Baek, Donghyeon and Oh, Youngmin and Ham, Bumsub}, title = {Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9536-9545} }

HeadGAN: One-Shot Neural Head Synthesis and Editing

Michail Christos Doukas,

Stefanos Zafeiriou,

Viktoriia Sharmanska

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Doukas_2021_ICCV, author = {Doukas, Michail Christos and Zafeiriou, Stefanos and Sharmanska, Viktoriia}, title = {HeadGAN: One-Shot Neural Head Synthesis and Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14398-14407} }

Aligning Subtitles in Sign Language Videos

Hannah Bull,

Triantafyllos Afouras,

Gül Varol,

Samuel Albanie,

Liliane Momeni,

Andrew Zisserman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bull_2021_ICCV, author = {Bull, Hannah and Afouras, Triantafyllos and Varol, G\"ul and Albanie, Samuel and Momeni, Liliane and Zisserman, Andrew}, title = {Aligning Subtitles in Sign Language Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11552-11561} }

Variational Feature Disentangling for Fine-Grained Few-Shot Classification

Jingyi Xu,

Hieu Le,

Mingzhen Huang,

ShahRukh Athar,

Dimitris Samaras

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jingyi and Le, Hieu and Huang, Mingzhen and Athar, ShahRukh and Samaras, Dimitris}, title = {Variational Feature Disentangling for Fine-Grained Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8812-8821} }

MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving

Kai Chen,

Lanqing Hong,

Hang Xu,

Zhenguo Li,

Dit-Yan Yeung

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Kai and Hong, Lanqing and Xu, Hang and Li, Zhenguo and Yeung, Dit-Yan}, title = {MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7546-7554} }

Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos

Heeseung Yun,

Youngjae Yu,

Wonsuk Yang,

Kangil Lee,

Gunhee Kim

[pdf] [supp]

[bibtex]

@InProceedings{Yun_2021_ICCV, author = {Yun, Heeseung and Yu, Youngjae and Yang, Wonsuk and Lee, Kangil and Kim, Gunhee}, title = {Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2031-2041} }

Deep Implicit Surface Point Prediction Networks

Rahul Venkatesh,

Tejan Karmali,

Sarthak Sharma,

Aurobrata Ghosh,

R. Venkatesh Babu,

László A. Jeni,

Maneesh Singh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Venkatesh_2021_ICCV, author = {Venkatesh, Rahul and Karmali, Tejan and Sharma, Sarthak and Ghosh, Aurobrata and Babu, R. Venkatesh and Jeni, L\'aszl\'o A. and Singh, Maneesh}, title = {Deep Implicit Surface Point Prediction Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12653-12662} }

Broaden Your Views for Self-Supervised Video Learning

Adrià Recasens,

Pauline Luc,

Jean-Baptiste Alayrac,

Luyu Wang,

Florian Strub,

Corentin Tallec,

Mateusz Malinowski,

Viorica Pătrăucean,

Florent Altché,

Michal Valko,

Jean-Bastien Grill,

Aäron van den Oord,

Andrew Zisserman

[pdf] [arXiv]

[bibtex]

@InProceedings{Recasens_2021_ICCV, author = {Recasens, Adri\`a and Luc, Pauline and Alayrac, Jean-Baptiste and Wang, Luyu and Strub, Florian and Tallec, Corentin and Malinowski, Mateusz and P\u{a}tr\u{a}ucean, Viorica and Altch\'e, Florent and Valko, Michal and Grill, Jean-Bastien and van den Oord, A\"aron and Zisserman, Andrew}, title = {Broaden Your Views for Self-Supervised Video Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1255-1265} }

Deep Metric Learning for Open World Semantic Segmentation

Jun Cen,

Peng Yun,

Junhao Cai,

Michael Yu Wang,

Ming Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cen_2021_ICCV, author = {Cen, Jun and Yun, Peng and Cai, Junhao and Wang, Michael Yu and Liu, Ming}, title = {Deep Metric Learning for Open World Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15333-15342} }

Boundary-Sensitive Pre-Training for Temporal Localization in Videos

Mengmeng Xu,

Juan-Manuel Pérez-Rúa,

Victor Escorcia,

Brais Martínez,

Xiatian Zhu,

Li Zhang,

Bernard Ghanem,

Tao Xiang

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Mengmeng and P\'erez-R\'ua, Juan-Manuel and Escorcia, Victor and Mart{\'\i}nez, Brais and Zhu, Xiatian and Zhang, Li and Ghanem, Bernard and Xiang, Tao}, title = {Boundary-Sensitive Pre-Training for Temporal Localization in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7220-7230} }

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation

Yan Di,

Fabian Manhardt,

Gu Wang,

Xiangyang Ji,

Nassir Navab,

Federico Tombari

[pdf] [supp]

[bibtex]

@InProceedings{Di_2021_ICCV, author = {Di, Yan and Manhardt, Fabian and Wang, Gu and Ji, Xiangyang and Navab, Nassir and Tombari, Federico}, title = {SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12396-12405} }

Explainable Video Entailment With Grounded Visual Evidence

Junwen Chen,

Yu Kong

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Junwen and Kong, Yu}, title = {Explainable Video Entailment With Grounded Visual Evidence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2021-2030} }

HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval

Song Liu,

Haoqi Fan,

Shengsheng Qian,

Yiru Chen,

Wenkui Ding,

Zhongyuan Wang

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Song and Fan, Haoqi and Qian, Shengsheng and Chen, Yiru and Ding, Wenkui and Wang, Zhongyuan}, title = {HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11915-11925} }

Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation

Jay Patravali,

Gaurav Mittal,

Ye Yu,

Fuxin Li,

Mei Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Patravali_2021_ICCV, author = {Patravali, Jay and Mittal, Gaurav and Yu, Ye and Li, Fuxin and Chen, Mei}, title = {Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8484-8494} }

Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials

Francesca Babiloni,

Ioannis Marras,

Filippos Kokkinos,

Jiankang Deng,

Grigorios Chrysos,

Stefanos Zafeiriou

[pdf] [supp]

[bibtex]

@InProceedings{Babiloni_2021_ICCV, author = {Babiloni, Francesca and Marras, Ioannis and Kokkinos, Filippos and Deng, Jiankang and Chrysos, Grigorios and Zafeiriou, Stefanos}, title = {Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10518-10528} }

PatchMatch-RL: Deep MVS With Pixelwise Depth, Normal, and Visibility

Jae Yong Lee,

Joseph DeGol,

Chuhang Zou,

Derek Hoiem

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Jae Yong and DeGol, Joseph and Zou, Chuhang and Hoiem, Derek}, title = {PatchMatch-RL: Deep MVS With Pixelwise Depth, Normal, and Visibility}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6158-6167} }

Distinctiveness Oriented Positional Equilibrium for Point Cloud Registration

Taewon Min,

Chonghyuk Song,

Eunseok Kim,

Inwook Shim

[pdf]

[bibtex]

@InProceedings{Min_2021_ICCV, author = {Min, Taewon and Song, Chonghyuk and Kim, Eunseok and Shim, Inwook}, title = {Distinctiveness Oriented Positional Equilibrium for Point Cloud Registration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5490-5498} }

Deep Edge-Aware Interactive Colorization Against Color-Bleeding Effects

Eungyeup Kim,

Sanghyeon Lee,

Jeonghoon Park,

Somi Choi,

Choonghyun Seo,

Jaegul Choo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Eungyeup and Lee, Sanghyeon and Park, Jeonghoon and Choi, Somi and Seo, Choonghyun and Choo, Jaegul}, title = {Deep Edge-Aware Interactive Colorization Against Color-Bleeding Effects}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14667-14676} }

ELSD: Efficient Line Segment Detector and Descriptor

Haotian Zhang,

Yicheng Luo,

Fangbo Qin,

Yijia He,

Xiao Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Haotian and Luo, Yicheng and Qin, Fangbo and He, Yijia and Liu, Xiao}, title = {ELSD: Efficient Line Segment Detector and Descriptor}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2969-2978} }

Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation

Feihu Zhang,

Oliver J. Woodford,

Victor Adrian Prisacariu,

Philip H.S. Torr

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Feihu and Woodford, Oliver J. and Prisacariu, Victor Adrian and Torr, Philip H.S.}, title = {Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10807-10817} }

Learned Spatial Representations for Few-Shot Talking-Head Synthesis

Moustafa Meshry,

Saksham Suri,

Larry S. Davis,

Abhinav Shrivastava

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Meshry_2021_ICCV, author = {Meshry, Moustafa and Suri, Saksham and Davis, Larry S. and Shrivastava, Abhinav}, title = {Learned Spatial Representations for Few-Shot Talking-Head Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13829-13838} }

Vision Transformers for Dense Prediction

René Ranftl,

Alexey Bochkovskiy,

Vladlen Koltun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ranftl_2021_ICCV, author = {Ranftl, Ren\'e and Bochkovskiy, Alexey and Koltun, Vladlen}, title = {Vision Transformers for Dense Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12179-12188} }

V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal

B H Pawan Prasad,

Green Rosh K S,

Lokesh R. Boregowda,

Kaushik Mitra,

Sanjoy Chowdhury

[pdf]

[bibtex]

@InProceedings{Prasad_2021_ICCV, author = {Prasad, B H Pawan and S, Green Rosh K and Boregowda, Lokesh R. and Mitra, Kaushik and Chowdhury, Sanjoy}, title = {V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2390-2399} }

CrackFormer: Transformer Network for Fine-Grained Crack Detection

Huajun Liu,

Xiangyu Miao,

Christoph Mertz,

Chengzhong Xu,

Hui Kong

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Huajun and Miao, Xiangyu and Mertz, Christoph and Xu, Chengzhong and Kong, Hui}, title = {CrackFormer: Transformer Network for Fine-Grained Crack Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3783-3792} }

Factorizing Perception and Policy for Interactive Instruction Following

Kunal Pratap Singh,

Suvaansh Bhambri,

Byeonghwi Kim,

Roozbeh Mottaghi,

Jonghyun Choi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Singh_2021_ICCV, author = {Singh, Kunal Pratap and Bhambri, Suvaansh and Kim, Byeonghwi and Mottaghi, Roozbeh and Choi, Jonghyun}, title = {Factorizing Perception and Policy for Interactive Instruction Following}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1888-1897} }

Detecting Invisible People

Tarasha Khurana,

Achal Dave,

Deva Ramanan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Khurana_2021_ICCV, author = {Khurana, Tarasha and Dave, Achal and Ramanan, Deva}, title = {Detecting Invisible People}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3174-3184} }

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds

Zekun Hao,

Arun Mallya,

Serge Belongie,

Ming-Yu Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hao_2021_ICCV, author = {Hao, Zekun and Mallya, Arun and Belongie, Serge and Liu, Ming-Yu}, title = {GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14072-14082} }

Talk-To-Edit: Fine-Grained Facial Editing via Dialog

Yuming Jiang,

Ziqi Huang,

Xingang Pan,

Chen Change Loy,

Ziwei Liu

[pdf] [supp]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Yuming and Huang, Ziqi and Pan, Xingang and Loy, Chen Change and Liu, Ziwei}, title = {Talk-To-Edit: Fine-Grained Facial Editing via Dialog}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13799-13808} }

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Ye Yuan,

Xinshuo Weng,

Yanglan Ou,

Kris M. Kitani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Ye and Weng, Xinshuo and Ou, Yanglan and Kitani, Kris M.}, title = {AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9813-9823} }

Transparent Object Tracking Benchmark

Heng Fan,

Halady Akhilesha Miththanthaya,

Harshit,

Siranjiv Ramana Rajan,

Xiaoqiong Liu,

Zhilin Zou,

Yuewei Lin,

Haibin Ling

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Heng and Miththanthaya, Halady Akhilesha and Harshit and Rajan, Siranjiv Ramana and Liu, Xiaoqiong and Zou, Zhilin and Lin, Yuewei and Ling, Haibin}, title = {Transparent Object Tracking Benchmark}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10734-10743} }

Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters

Bowen Dong,

Zitong Huang,

Yuelin Guo,

Qilong Wang,

Zhenxing Niu,

Wangmeng Zuo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dong_2021_ICCV, author = {Dong, Bowen and Huang, Zitong and Guo, Yuelin and Wang, Qilong and Niu, Zhenxing and Zuo, Wangmeng}, title = {Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2876-2885} }

Group-Wise Inhibition Based Feature Regularization for Robust Classification

Haozhe Liu,

Haoqian Wu,

Weicheng Xie,

Feng Liu,

Linlin Shen

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Haozhe and Wu, Haoqian and Xie, Weicheng and Liu, Feng and Shen, Linlin}, title = {Group-Wise Inhibition Based Feature Regularization for Robust Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {478-486} }

Incorporating Convolution Designs Into Visual Transformers

Kun Yuan,

Shaopeng Guo,

Ziwei Liu,

Aojun Zhou,

Fengwei Yu,

Wei Wu

[pdf] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Kun and Guo, Shaopeng and Liu, Ziwei and Zhou, Aojun and Yu, Fengwei and Wu, Wei}, title = {Incorporating Convolution Designs Into Visual Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {579-588} }

CDS: Cross-Domain Self-Supervised Pre-Training

Donghyun Kim,

Kuniaki Saito,

Tae-Hyun Oh,

Bryan A. Plummer,

Stan Sclaroff,

Kate Saenko

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Donghyun and Saito, Kuniaki and Oh, Tae-Hyun and Plummer, Bryan A. and Sclaroff, Stan and Saenko, Kate}, title = {CDS: Cross-Domain Self-Supervised Pre-Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9123-9132} }

CaT: Weakly Supervised Object Detection With Category Transfer

Tianyue Cao,

Lianyu Du,

Xiaoyun Zhang,

Siheng Chen,

Ya Zhang,

Yan-Feng Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Tianyue and Du, Lianyu and Zhang, Xiaoyun and Chen, Siheng and Zhang, Ya and Wang, Yan-Feng}, title = {CaT: Weakly Supervised Object Detection With Category Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3070-3079} }

4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface

Yang Li,

Hikari Takehara,

Takafumi Taketomi,

Bo Zheng,

Matthias Nießner

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yang and Takehara, Hikari and Taketomi, Takafumi and Zheng, Bo and Nie{\ss}ner, Matthias}, title = {4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12706-12716} }

Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU

Shipra Jain,

Danda Pani Paudel,

Martin Danelljan,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jain_2021_ICCV, author = {Jain, Shipra and Paudel, Danda Pani and Danelljan, Martin and Van Gool, Luc}, title = {Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7426-7436} }

Searching for Robustness: Loss Learning for Noisy Classification Tasks

Boyan Gao,

Henry Gouk,

Timothy M. Hospedales

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Boyan and Gouk, Henry and Hospedales, Timothy M.}, title = {Searching for Robustness: Loss Learning for Noisy Classification Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6670-6679} }

On Compositions of Transformations in Contrastive Self-Supervised Learning

Mandela Patrick,

Yuki M. Asano,

Polina Kuznetsova,

Ruth Fong,

João F. Henriques,

Geoffrey Zweig,

Andrea Vedaldi

[pdf] [supp]

[bibtex]

@InProceedings{Patrick_2021_ICCV, author = {Patrick, Mandela and Asano, Yuki M. and Kuznetsova, Polina and Fong, Ruth and Henriques, Jo\~ao F. and Zweig, Geoffrey and Vedaldi, Andrea}, title = {On Compositions of Transformations in Contrastive Self-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9577-9587} }

Handwriting Transformers

Ankan Kumar Bhunia,

Salman Khan,

Hisham Cholakkal,

Rao Muhammad Anwer,

Fahad Shahbaz Khan,

Mubarak Shah

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhunia_2021_ICCV, author = {Bhunia, Ankan Kumar and Khan, Salman and Cholakkal, Hisham and Anwer, Rao Muhammad and Khan, Fahad Shahbaz and Shah, Mubarak}, title = {Handwriting Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1086-1094} }

BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification

Cheng Yan,

Guansong Pang,

Lei Wang,

Jile Jiao,

Xuetao Feng,

Chunhua Shen,

Jingjing Li

[pdf] [supp]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Cheng and Pang, Guansong and Wang, Lei and Jiao, Jile and Feng, Xuetao and Shen, Chunhua and Li, Jingjing}, title = {BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10943-10952} }

Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation From Images in the Wild

Akash Sengupta,

Ignas Budvytis,

Roberto Cipolla

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sengupta_2021_ICCV, author = {Sengupta, Akash and Budvytis, Ignas and Cipolla, Roberto}, title = {Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation From Images in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11219-11229} }

Dynamic DETR: End-to-End Object Detection With Dynamic Attention

Xiyang Dai,

Yinpeng Chen,

Jianwei Yang,

Pengchuan Zhang,

Lu Yuan,

Lei Zhang

[pdf]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Xiyang and Chen, Yinpeng and Yang, Jianwei and Zhang, Pengchuan and Yuan, Lu and Zhang, Lei}, title = {Dynamic DETR: End-to-End Object Detection With Dynamic Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2988-2997} }

DepthTrack: Unveiling the Power of RGBD Tracking

Song Yan,

Jinyu Yang,

Jani Käpylä,

Feng Zheng,

Aleš Leonardis,

Joni-Kristian Kämäräinen

[pdf] [supp]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Song and Yang, Jinyu and K\"apyl\"a, Jani and Zheng, Feng and Leonardis, Ale\v{s} and K\"am\"ar\"ainen, Joni-Kristian}, title = {DepthTrack: Unveiling the Power of RGBD Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10725-10733} }

XVFI: eXtreme Video Frame Interpolation

Hyeonjun Sim,

Jihyong Oh,

Munchurl Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sim_2021_ICCV, author = {Sim, Hyeonjun and Oh, Jihyong and Kim, Munchurl}, title = {XVFI: eXtreme Video Frame Interpolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14489-14498} }

Cortical Surface Shape Analysis Based on Alexandrov Polyhedra

Min Zhang,

Yang Guo,

Na Lei,

Zhou Zhao,

Jianfeng Wu,

Xiaoyin Xu,

Yalin Wang,

Xianfeng Gu

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Min and Guo, Yang and Lei, Na and Zhao, Zhou and Wu, Jianfeng and Xu, Xiaoyin and Wang, Yalin and Gu, Xianfeng}, title = {Cortical Surface Shape Analysis Based on Alexandrov Polyhedra}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14244-14252} }

Watch Only Once: An End-to-End Video Action Detection Framework

Shoufa Chen,

Peize Sun,

Enze Xie,

Chongjian Ge,

Jiannan Wu,

Lan Ma,

Jiajun Shen,

Ping Luo

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shoufa and Sun, Peize and Xie, Enze and Ge, Chongjian and Wu, Jiannan and Ma, Lan and Shen, Jiajun and Luo, Ping}, title = {Watch Only Once: An End-to-End Video Action Detection Framework}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8178-8187} }

Spatial-Temporal Consistency Network for Low-Latency Trajectory Forecasting

Shijie Li,

Yanying Zhou,

Jinhui Yi,

Juergen Gall

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Shijie and Zhou, Yanying and Yi, Jinhui and Gall, Juergen}, title = {Spatial-Temporal Consistency Network for Low-Latency Trajectory Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1940-1949} }

Point Cloud Augmentation With Weighted Local Transformations

Sihyeon Kim,

Sanghyeok Lee,

Dasol Hwang,

Jaewon Lee,

Seong Jae Hwang,

Hyunwoo J. Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Sihyeon and Lee, Sanghyeok and Hwang, Dasol and Lee, Jaewon and Hwang, Seong Jae and Kim, Hyunwoo J.}, title = {Point Cloud Augmentation With Weighted Local Transformations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {548-557} }

Solving Inefficiency of Self-Supervised Representation Learning

Guangrun Wang,

Keze Wang,

Guangcong Wang,

Philip H.S. Torr,

Liang Lin

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Guangrun and Wang, Keze and Wang, Guangcong and Torr, Philip H.S. and Lin, Liang}, title = {Solving Inefficiency of Self-Supervised Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9505-9515} }

Stochastic Scene-Aware Motion Prediction

Mohamed Hassan,

Duygu Ceylan,

Ruben Villegas,

Jun Saito,

Jimei Yang,

Yi Zhou,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hassan_2021_ICCV, author = {Hassan, Mohamed and Ceylan, Duygu and Villegas, Ruben and Saito, Jun and Yang, Jimei and Zhou, Yi and Black, Michael J.}, title = {Stochastic Scene-Aware Motion Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11374-11384} }

Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

Gwangbin Bae,

Ignas Budvytis,

Roberto Cipolla

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bae_2021_ICCV, author = {Bae, Gwangbin and Budvytis, Ignas and Cipolla, Roberto}, title = {Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13137-13146} }

Explaining in Style: Training a GAN To Explain a Classifier in StyleSpace

Oran Lang,

Yossi Gandelsman,

Michal Yarom,

Yoav Wald,

Gal Elidan,

Avinatan Hassidim,

William T. Freeman,

Phillip Isola,

Amir Globerson,

Michal Irani,

Inbar Mosseri

[pdf] [arXiv]

[bibtex]

@InProceedings{Lang_2021_ICCV, author = {Lang, Oran and Gandelsman, Yossi and Yarom, Michal and Wald, Yoav and Elidan, Gal and Hassidim, Avinatan and Freeman, William T. and Isola, Phillip and Globerson, Amir and Irani, Michal and Mosseri, Inbar}, title = {Explaining in Style: Training a GAN To Explain a Classifier in StyleSpace}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {693-702} }

Exploring Visual Engagement Signals for Representation Learning

Menglin Jia,

Zuxuan Wu,

Austin Reiter,

Claire Cardie,

Serge Belongie,

Ser-Nam Lim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jia_2021_ICCV, author = {Jia, Menglin and Wu, Zuxuan and Reiter, Austin and Cardie, Claire and Belongie, Serge and Lim, Ser-Nam}, title = {Exploring Visual Engagement Signals for Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4206-4217} }

MUSIQ: Multi-Scale Image Quality Transformer

Junjie Ke,

Qifei Wang,

Yilin Wang,

Peyman Milanfar,

Feng Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ke_2021_ICCV, author = {Ke, Junjie and Wang, Qifei and Wang, Yilin and Milanfar, Peyman and Yang, Feng}, title = {MUSIQ: Multi-Scale Image Quality Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5148-5157} }

FcaNet: Frequency Channel Attention Networks

Zequn Qin,

Pengyi Zhang,

Fei Wu,

Xi Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Qin_2021_ICCV, author = {Qin, Zequn and Zhang, Pengyi and Wu, Fei and Li, Xi}, title = {FcaNet: Frequency Channel Attention Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {783-792} }

Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes

Wenzheng Song,

Masanori Suganuma,

Xing Liu,

Noriyuki Shimobayashi,

Daisuke Maruta,

Takayuki Okatani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Wenzheng and Suganuma, Masanori and Liu, Xing and Shimobayashi, Noriyuki and Maruta, Daisuke and Okatani, Takayuki}, title = {Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6029-6038} }

ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation

Tsung-Han Wu,

Yueh-Cheng Liu,

Yu-Kai Huang,

Hsin-Ying Lee,

Hung-Ting Su,

Ping-Chia Huang,

Winston H. Hsu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Tsung-Han and Liu, Yueh-Cheng and Huang, Yu-Kai and Lee, Hsin-Ying and Su, Hung-Ting and Huang, Ping-Chia and Hsu, Winston H.}, title = {ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15510-15519} }

Point Transformer

Hengshuang Zhao,

Li Jiang,

Jiaya Jia,

Philip H.S. Torr,

Vladlen Koltun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Hengshuang and Jiang, Li and Jia, Jiaya and Torr, Philip H.S. and Koltun, Vladlen}, title = {Point Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16259-16268} }

Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation

Yi Zhu,

Yue Weng,

Fengda Zhu,

Xiaodan Liang,

Qixiang Ye,

Yutong Lu,

Jianbin Jiao

[pdf]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Yi and Weng, Yue and Zhu, Fengda and Liang, Xiaodan and Ye, Qixiang and Lu, Yutong and Jiao, Jianbin}, title = {Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1594-1603} }

Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation

Shu Yang,

Lu Zhang,

Jinqing Qi,

Huchuan Lu,

Shuo Wang,

Xiaoxing Zhang

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Shu and Zhang, Lu and Qi, Jinqing and Lu, Huchuan and Wang, Shuo and Zhang, Xiaoxing}, title = {Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1564-1573} }

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

Ajay Jain,

Matthew Tancik,

Pieter Abbeel

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jain_2021_ICCV, author = {Jain, Ajay and Tancik, Matthew and Abbeel, Pieter}, title = {Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5885-5894} }

CrossDet: Crossline Representation for Object Detection

Heqian Qiu,

Hongliang Li,

Qingbo Wu,

Jianhua Cui,

Zichen Song,

Lanxiao Wang,

Minjian Zhang

[pdf]

[bibtex]

@InProceedings{Qiu_2021_ICCV, author = {Qiu, Heqian and Li, Hongliang and Wu, Qingbo and Cui, Jianhua and Song, Zichen and Wang, Lanxiao and Zhang, Minjian}, title = {CrossDet: Crossline Representation for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3195-3204} }

Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs

Helisa Dhamo,

Fabian Manhardt,

Nassir Navab,

Federico Tombari

[pdf] [supp]

[bibtex]

@InProceedings{Dhamo_2021_ICCV, author = {Dhamo, Helisa and Manhardt, Fabian and Navab, Nassir and Tombari, Federico}, title = {Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16352-16361} }

Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution

Xiu Li,

Jinli Suo,

Weihang Zhang,

Xin Yuan,

Qionghai Dai

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Xiu and Suo, Jinli and Zhang, Weihang and Yuan, Xin and Dai, Qionghai}, title = {Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2613-2621} }

E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks

Maxime Kayser,

Oana-Maria Camburu,

Leonard Salewski,

Cornelius Emde,

Virginie Do,

Zeynep Akata,

Thomas Lukasiewicz

[pdf] [supp]

[bibtex]

@InProceedings{Kayser_2021_ICCV, author = {Kayser, Maxime and Camburu, Oana-Maria and Salewski, Leonard and Emde, Cornelius and Do, Virginie and Akata, Zeynep and Lukasiewicz, Thomas}, title = {E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1244-1254} }

Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains

Soumava Paul,

Titir Dutta,

Soma Biswas

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Paul_2021_ICCV, author = {Paul, Soumava and Dutta, Titir and Biswas, Soma}, title = {Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12056-12064} }

Learning Unsupervised Metaformer for Anomaly Detection

Jhih-Ciang Wu,

Ding-Jie Chen,

Chiou-Shann Fuh,

Tyng-Luh Liu

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Jhih-Ciang and Chen, Ding-Jie and Fuh, Chiou-Shann and Liu, Tyng-Luh}, title = {Learning Unsupervised Metaformer for Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4369-4378} }

Robust Object Detection via Instance-Level Temporal Cycle Confusion

Xin Wang,

Thomas E. Huang,

Benlin Liu,

Fisher Yu,

Xiaolong Wang,

Joseph E. Gonzalez,

Trevor Darrell

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xin and Huang, Thomas E. and Liu, Benlin and Yu, Fisher and Wang, Xiaolong and Gonzalez, Joseph E. and Darrell, Trevor}, title = {Robust Object Detection via Instance-Level Temporal Cycle Confusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9143-9152} }

HighlightMe: Detecting Highlights From Human-Centric Videos

Uttaran Bhattacharya,

Gang Wu,

Stefano Petrangeli,

Viswanathan Swaminathan,

Dinesh Manocha

[pdf] [arXiv]

[bibtex]

@InProceedings{Bhattacharya_2021_ICCV, author = {Bhattacharya, Uttaran and Wu, Gang and Petrangeli, Stefano and Swaminathan, Viswanathan and Manocha, Dinesh}, title = {HighlightMe: Detecting Highlights From Human-Centric Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8157-8167} }

Procedure Planning in Instructional Videos via Contextual Modeling and Model-Based Policy Learning

Jing Bi,

Jiebo Luo,

Chenliang Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bi_2021_ICCV, author = {Bi, Jing and Luo, Jiebo and Xu, Chenliang}, title = {Procedure Planning in Instructional Videos via Contextual Modeling and Model-Based Policy Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15611-15620} }

Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform

Myungseo Song,

Jinyoung Choi,

Bohyung Han

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Myungseo and Choi, Jinyoung and Han, Bohyung}, title = {Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2380-2389} }

DeePSD: Automatic Deep Skinning and Pose Space Deformation for 3D Garment Animation

Hugo Bertiche,

Meysam Madadi,

Emilio Tylson,

Sergio Escalera

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bertiche_2021_ICCV, author = {Bertiche, Hugo and Madadi, Meysam and Tylson, Emilio and Escalera, Sergio}, title = {DeePSD: Automatic Deep Skinning and Pose Space Deformation for 3D Garment Animation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5471-5480} }

Structured Outdoor Architecture Reconstruction by Exploration and Classification

Fuyang Zhang,

Xiang Xu,

Nelson Nauata,

Yasutaka Furukawa

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Fuyang and Xu, Xiang and Nauata, Nelson and Furukawa, Yasutaka}, title = {Structured Outdoor Architecture Reconstruction by Exploration and Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12427-12435} }

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction

Patrick Dendorfer,

Sven Elflein,

Laura Leal-Taixé

[pdf] [supp]

[bibtex]

@InProceedings{Dendorfer_2021_ICCV, author = {Dendorfer, Patrick and Elflein, Sven and Leal-Taix\'e, Laura}, title = {MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13158-13167} }

Rethinking Coarse-To-Fine Approach in Single Image Deblurring

Sung-Jin Cho,

Seo-Won Ji,

Jun-Pyo Hong,

Seung-Won Jung,

Sung-Jea Ko

[pdf] [arXiv]

[bibtex]

@InProceedings{Cho_2021_ICCV, author = {Cho, Sung-Jin and Ji, Seo-Won and Hong, Jun-Pyo and Jung, Seung-Won and Ko, Sung-Jea}, title = {Rethinking Coarse-To-Fine Approach in Single Image Deblurring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4641-4650} }

Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation

Rawal Khirodkar,

Visesh Chari,

Amit Agrawal,

Ambrish Tyagi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Khirodkar_2021_ICCV, author = {Khirodkar, Rawal and Chari, Visesh and Agrawal, Amit and Tyagi, Ambrish}, title = {Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3122-3131} }

Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching

Jian Gao,

Jin Liu,

Shunping Ji

[pdf] [arXiv]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Jian and Liu, Jin and Ji, Shunping}, title = {Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6148-6157} }

A New Journey From SDRTV to HDRTV

Xiangyu Chen,

Zhengwen Zhang,

Jimmy S. Ren,

Lynhoo Tian,

Yu Qiao,

Chao Dong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Xiangyu and Zhang, Zhengwen and Ren, Jimmy S. and Tian, Lynhoo and Qiao, Yu and Dong, Chao}, title = {A New Journey From SDRTV to HDRTV}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4500-4509} }

Point-Set Distances for Learning Representations of 3D Point Clouds

Trung Nguyen,

Quang-Hieu Pham,

Tam Le,

Tung Pham,

Nhat Ho,

Binh-Son Hua

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Trung and Pham, Quang-Hieu and Le, Tam and Pham, Tung and Ho, Nhat and Hua, Binh-Son}, title = {Point-Set Distances for Learning Representations of 3D Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10478-10487} }

ELLIPSDF: Joint Object Pose and Shape Optimization With a Bi-Level Ellipsoid and Signed Distance Function Description

Mo Shan,

Qiaojun Feng,

You-Yi Jau,

Nikolay Atanasov

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shan_2021_ICCV, author = {Shan, Mo and Feng, Qiaojun and Jau, You-Yi and Atanasov, Nikolay}, title = {ELLIPSDF: Joint Object Pose and Shape Optimization With a Bi-Level Ellipsoid and Signed Distance Function Description}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5946-5955} }

ARCH++: Animation-Ready Clothed Human Reconstruction Revisited

Tong He,

Yuanlu Xu,

Shunsuke Saito,

Stefano Soatto,

Tony Tung

[pdf]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Tong and Xu, Yuanlu and Saito, Shunsuke and Soatto, Stefano and Tung, Tony}, title = {ARCH++: Animation-Ready Clothed Human Reconstruction Revisited}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11046-11056} }

Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding,

Chang Liu,

Suchen Wang,

Xudong Jiang

[pdf] [arXiv]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Henghui and Liu, Chang and Wang, Suchen and Jiang, Xudong}, title = {Vision-Language Transformer and Query Generation for Referring Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16321-16330} }

Semantically Coherent Out-of-Distribution Detection

Jingkang Yang,

Haoqi Wang,

Litong Feng,

Xiaopeng Yan,

Huabin Zheng,

Wayne Zhang,

Ziwei Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Jingkang and Wang, Haoqi and Feng, Litong and Yan, Xiaopeng and Zheng, Huabin and Zhang, Wayne and Liu, Ziwei}, title = {Semantically Coherent Out-of-Distribution Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8301-8309} }

SCOUTER: Slot Attention-Based Classifier for Explainable Image Recognition

Liangzhi Li,

Bowen Wang,

Manisha Verma,

Yuta Nakashima,

Ryo Kawasaki,

Hajime Nagahara

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Liangzhi and Wang, Bowen and Verma, Manisha and Nakashima, Yuta and Kawasaki, Ryo and Nagahara, Hajime}, title = {SCOUTER: Slot Attention-Based Classifier for Explainable Image Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1046-1055} }

RetrievalFuse: Neural 3D Scene Reconstruction With a Database

Yawar Siddiqui,

Justus Thies,

Fangchang Ma,

Qi Shan,

Matthias Nießner,

Angela Dai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Siddiqui_2021_ICCV, author = {Siddiqui, Yawar and Thies, Justus and Ma, Fangchang and Shan, Qi and Nie{\ss}ner, Matthias and Dai, Angela}, title = {RetrievalFuse: Neural 3D Scene Reconstruction With a Database}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12568-12577} }

Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds

Siyuan Huang,

Yichen Xie,

Song-Chun Zhu,

Yixin Zhu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Siyuan and Xie, Yichen and Zhu, Song-Chun and Zhu, Yixin}, title = {Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6535-6545} }

Learning To Know Where To See: A Visibility-Aware Approach for Occluded Person Re-Identification

Jinrui Yang,

Jiawei Zhang,

Fufu Yu,

Xinyang Jiang,

Mengdan Zhang,

Xing Sun,

Ying-Cong Chen,

Wei-Shi Zheng

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Jinrui and Zhang, Jiawei and Yu, Fufu and Jiang, Xinyang and Zhang, Mengdan and Sun, Xing and Chen, Ying-Cong and Zheng, Wei-Shi}, title = {Learning To Know Where To See: A Visibility-Aware Approach for Occluded Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11885-11894} }

Focal Frequency Loss for Image Reconstruction and Synthesis

Liming Jiang,

Bo Dai,

Wayne Wu,

Chen Change Loy

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Liming and Dai, Bo and Wu, Wayne and Loy, Chen Change}, title = {Focal Frequency Loss for Image Reconstruction and Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13919-13929} }

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images

Zhuowan Li,

Elias Stengel-Eskin,

Yixiao Zhang,

Cihang Xie,

Quan Hung Tran,

Benjamin Van Durme,

Alan Yuille

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zhuowan and Stengel-Eskin, Elias and Zhang, Yixiao and Xie, Cihang and Tran, Quan Hung and Van Durme, Benjamin and Yuille, Alan}, title = {Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14910-14919} }

Vision-Language Navigation With Random Environmental Mixup

Chong Liu,

Fengda Zhu,

Xiaojun Chang,

Xiaodan Liang,

Zongyuan Ge,

Yi-Dong Shen

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Chong and Zhu, Fengda and Chang, Xiaojun and Liang, Xiaodan and Ge, Zongyuan and Shen, Yi-Dong}, title = {Vision-Language Navigation With Random Environmental Mixup}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1644-1654} }

Object Tracking by Jointly Exploiting Frame and Event Domain

Jiqing Zhang,

Xin Yang,

Yingkai Fu,

Xiaopeng Wei,

Baocai Yin,

Bo Dong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Jiqing and Yang, Xin and Fu, Yingkai and Wei, Xiaopeng and Yin, Baocai and Dong, Bo}, title = {Object Tracking by Jointly Exploiting Frame and Event Domain}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13043-13052} }

Learning To Generate Scene Graph From Natural Language Supervision

Yiwu Zhong,

Jing Shi,

Jianwei Yang,

Chenliang Xu,

Yin Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhong_2021_ICCV, author = {Zhong, Yiwu and Shi, Jing and Yang, Jianwei and Xu, Chenliang and Li, Yin}, title = {Learning To Generate Scene Graph From Natural Language Supervision}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1823-1834} }

Editing Conditional Radiance Fields

Steven Liu,

Xiuming Zhang,

Zhoutong Zhang,

Richard Zhang,

Jun-Yan Zhu,

Bryan Russell

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Steven and Zhang, Xiuming and Zhang, Zhoutong and Zhang, Richard and Zhu, Jun-Yan and Russell, Bryan}, title = {Editing Conditional Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5773-5783} }

Global Pooling, More Than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs

Md Amirul Islam,

Matthew Kowal,

Sen Jia,

Konstantinos G. Derpanis,

Neil D. B. Bruce

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Islam_2021_ICCV, author = {Islam, Md Amirul and Kowal, Matthew and Jia, Sen and Derpanis, Konstantinos G. and Bruce, Neil D. B.}, title = {Global Pooling, More Than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {793-801} }

Testing Using Privileged Information by Adapting Features With Statistical Dependence

Kwang In Kim,

James Tompkin

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Kwang In and Tompkin, James}, title = {Testing Using Privileged Information by Adapting Features With Statistical Dependence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9405-9413} }

CvT: Introducing Convolutions to Vision Transformers

Haiping Wu,

Bin Xiao,

Noel Codella,

Mengchen Liu,

Xiyang Dai,

Lu Yuan,

Lei Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Haiping and Xiao, Bin and Codella, Noel and Liu, Mengchen and Dai, Xiyang and Yuan, Lu and Zhang, Lei}, title = {CvT: Introducing Convolutions to Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {22-31} }

Context-Sensitive Temporal Feature Learning for Gait Recognition

Xiaohu Huang,

Duowang Zhu,

Hao Wang,

Xinggang Wang,

Bo Yang,

Botao He,

Wenyu Liu,

Bin Feng

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Xiaohu and Zhu, Duowang and Wang, Hao and Wang, Xinggang and Yang, Bo and He, Botao and Liu, Wenyu and Feng, Bin}, title = {Context-Sensitive Temporal Feature Learning for Gait Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12909-12918} }

Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation

Yi Li,

Zhanghui Kuang,

Liyang Liu,

Yimin Chen,

Wayne Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yi and Kuang, Zhanghui and Liu, Liyang and Chen, Yimin and Zhang, Wayne}, title = {Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6964-6973} }

COTR: Correspondence Transformer for Matching Across Images

Wei Jiang,

Eduard Trulls,

Jan Hosang,

Andrea Tagliasacchi,

Kwang Moo Yi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Wei and Trulls, Eduard and Hosang, Jan and Tagliasacchi, Andrea and Yi, Kwang Moo}, title = {COTR: Correspondence Transformer for Matching Across Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6207-6217} }

CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization

Junnan Li,

Caiming Xiong,

Steven C.H. Hoi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Junnan and Xiong, Caiming and Hoi, Steven C.H.}, title = {CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9475-9484} }

End-to-End Semi-Supervised Object Detection With Soft Teacher

Mengde Xu,

Zheng Zhang,

Han Hu,

Jianfeng Wang,

Lijuan Wang,

Fangyun Wei,

Xiang Bai,

Zicheng Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Mengde and Zhang, Zheng and Hu, Han and Wang, Jianfeng and Wang, Lijuan and Wei, Fangyun and Bai, Xiang and Liu, Zicheng}, title = {End-to-End Semi-Supervised Object Detection With Soft Teacher}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3060-3069} }

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition

Ming Lin,

Pichao Wang,

Zhenhong Sun,

Hesen Chen,

Xiuyu Sun,

Qi Qian,

Hao Li,

Rong Jin

[pdf] [supp]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Ming and Wang, Pichao and Sun, Zhenhong and Chen, Hesen and Sun, Xiuyu and Qian, Qi and Li, Hao and Jin, Rong}, title = {Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {347-356} }

Virtual Light Transport Matrices for Non-Line-of-Sight Imaging

Julio Marco,

Adrian Jarabo,

Ji Hyun Nam,

Xiaochun Liu,

Miguel Ángel Cosculluela,

Andreas Velten,

Diego Gutierrez

[pdf] [arXiv]

[bibtex]

@InProceedings{Marco_2021_ICCV, author = {Marco, Julio and Jarabo, Adrian and Nam, Ji Hyun and Liu, Xiaochun and Cosculluela, Miguel \'Angel and Velten, Andreas and Gutierrez, Diego}, title = {Virtual Light Transport Matrices for Non-Line-of-Sight Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2440-2449} }

DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training

Kun Yuan,

Yiming Chen,

Xinmeng Huang,

Yingya Zhang,

Pan Pan,

Yinghui Xu,

Wotao Yin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Kun and Chen, Yiming and Huang, Xinmeng and Zhang, Yingya and Pan, Pan and Xu, Yinghui and Yin, Wotao}, title = {DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3029-3039} }

Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment

Shuxian Liang,

Xu Shen,

Jianqiang Huang,

Xian-Sheng Hua

[pdf] [supp]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Shuxian and Shen, Xu and Huang, Jianqiang and Hua, Xian-Sheng}, title = {Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8065-8074} }

Augmented Lagrangian Adversarial Attacks

Jérôme Rony,

Eric Granger,

Marco Pedersoli,

Ismail Ben Ayed

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rony_2021_ICCV, author = {Rony, J\'er\^ome and Granger, Eric and Pedersoli, Marco and Ben Ayed, Ismail}, title = {Augmented Lagrangian Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7738-7747} }

Contrastive Multimodal Fusion With TupleInfoNCE

Yunze Liu,

Qingnan Fan,

Shanghang Zhang,

Hao Dong,

Thomas Funkhouser,

Li Yi

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yunze and Fan, Qingnan and Zhang, Shanghang and Dong, Hao and Funkhouser, Thomas and Yi, Li}, title = {Contrastive Multimodal Fusion With TupleInfoNCE}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {754-763} }

Deep Reparametrization of Multi-Frame Super-Resolution and Denoising

Goutam Bhat,

Martin Danelljan,

Fisher Yu,

Luc Van Gool,

Radu Timofte

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bhat_2021_ICCV, author = {Bhat, Goutam and Danelljan, Martin and Yu, Fisher and Van Gool, Luc and Timofte, Radu}, title = {Deep Reparametrization of Multi-Frame Super-Resolution and Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2460-2470} }

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning

James Smith,

Yen-Chang Hsu,

Jonathan Balloch,

Yilin Shen,

Hongxia Jin,

Zsolt Kira

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Smith_2021_ICCV, author = {Smith, James and Hsu, Yen-Chang and Balloch, Jonathan and Shen, Yilin and Jin, Hongxia and Kira, Zsolt}, title = {Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9374-9384} }

ViViT: A Video Vision Transformer

Anurag Arnab,

Mostafa Dehghani,

Georg Heigold,

Chen Sun,

Mario Lučić,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Arnab_2021_ICCV, author = {Arnab, Anurag and Dehghani, Mostafa and Heigold, Georg and Sun, Chen and Lu\v{c}i\'c, Mario and Schmid, Cordelia}, title = {ViViT: A Video Vision Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6836-6846} }

Generative Compositional Augmentations for Scene Graph Prediction

Boris Knyazev,

Harm de Vries,

Cătălina Cangea,

Graham W. Taylor,

Aaron Courville,

Eugene Belilovsky

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Knyazev_2021_ICCV, author = {Knyazev, Boris and de Vries, Harm and Cangea, C\u{a}t\u{a}lina and Taylor, Graham W. and Courville, Aaron and Belilovsky, Eugene}, title = {Generative Compositional Augmentations for Scene Graph Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15827-15837} }

StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery

Or Patashnik,

Zongze Wu,

Eli Shechtman,

Daniel Cohen-Or,

Dani Lischinski

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Patashnik_2021_ICCV, author = {Patashnik, Or and Wu, Zongze and Shechtman, Eli and Cohen-Or, Daniel and Lischinski, Dani}, title = {StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2085-2094} }

Meta-Attack: Class-Agnostic and Model-Agnostic Physical Adversarial Attack

Weiwei Feng,

Baoyuan Wu,

Tianzhu Zhang,

Yong Zhang,

Yongdong Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Weiwei and Wu, Baoyuan and Zhang, Tianzhu and Zhang, Yong and Zhang, Yongdong}, title = {Meta-Attack: Class-Agnostic and Model-Agnostic Physical Adversarial Attack}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7787-7796} }

Benchmarking Ultra-High-Definition Image Super-Resolution

Kaihao Zhang,

Dongxu Li,

Wenhan Luo,

Wenqi Ren,

Björn Stenger,

Wei Liu,

Hongdong Li,

Ming-Hsuan Yang

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Kaihao and Li, Dongxu and Luo, Wenhan and Ren, Wenqi and Stenger, Bj\"orn and Liu, Wei and Li, Hongdong and Yang, Ming-Hsuan}, title = {Benchmarking Ultra-High-Definition Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14769-14778} }

3D Local Convolutional Neural Networks for Gait Recognition

Zhen Huang,

Dixiu Xue,

Xu Shen,

Xinmei Tian,

Houqiang Li,

Jianqiang Huang,

Xian-Sheng Hua

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Zhen and Xue, Dixiu and Shen, Xu and Tian, Xinmei and Li, Houqiang and Huang, Jianqiang and Hua, Xian-Sheng}, title = {3D Local Convolutional Neural Networks for Gait Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14920-14929} }

Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts

Bruno Lecouat,

Jean Ponce,

Julien Mairal

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lecouat_2021_ICCV, author = {Lecouat, Bruno and Ponce, Jean and Mairal, Julien}, title = {Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2370-2379} }

Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding

Yanfu Zhang,

Lei Luo,

Wenhan Xian,

Heng Huang

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yanfu and Luo, Lei and Xian, Wenhan and Huang, Heng}, title = {Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9918-9927} }

PR-GCN: A Deep Graph Convolutional Network With Point Refinement for 6D Pose Estimation

Guangyuan Zhou,

Huiqun Wang,

Jiaxin Chen,

Di Huang

[pdf]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Guangyuan and Wang, Huiqun and Chen, Jiaxin and Huang, Di}, title = {PR-GCN: A Deep Graph Convolutional Network With Point Refinement for 6D Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2793-2802} }

Learning High-Fidelity Face Texture Completion Without Complete Face Texture

Jongyoo Kim,

Jiaolong Yang,

Xin Tong

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Jongyoo and Yang, Jiaolong and Tong, Xin}, title = {Learning High-Fidelity Face Texture Completion Without Complete Face Texture}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13990-13999} }

Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search

Haechan Noh,

Taeho Kim,

Jae-Pil Heo

[pdf]

[bibtex]

@InProceedings{Noh_2021_ICCV, author = {Noh, Haechan and Kim, Taeho and Heo, Jae-Pil}, title = {Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12210-12218} }

RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth

Mengyang Pu,

Yaping Huang,

Qingji Guan,

Haibin Ling

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pu_2021_ICCV, author = {Pu, Mengyang and Huang, Yaping and Guan, Qingji and Ling, Haibin}, title = {RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6879-6888} }

Track Without Appearance: Learn Box and Tracklet Embedding With Local and Global Motion Patterns for Vehicle Tracking

Gaoang Wang,

Renshu Gu,

Zuozhu Liu,

Weijie Hu,

Mingli Song,

Jenq-Neng Hwang

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Gaoang and Gu, Renshu and Liu, Zuozhu and Hu, Weijie and Song, Mingli and Hwang, Jenq-Neng}, title = {Track Without Appearance: Learn Box and Tracklet Embedding With Local and Global Motion Patterns for Vehicle Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9876-9886} }

Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection?

Andrea Simonelli,

Samuel Rota Bulò,

Lorenzo Porzi,

Peter Kontschieder,

Elisa Ricci

[pdf] [supp]

[bibtex]

@InProceedings{Simonelli_2021_ICCV, author = {Simonelli, Andrea and Bul\`o, Samuel Rota and Porzi, Lorenzo and Kontschieder, Peter and Ricci, Elisa}, title = {Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3225-3233} }

On the Limits of Pseudo Ground Truth in Visual Camera Re-Localisation

Eric Brachmann,

Martin Humenberger,

Carsten Rother,

Torsten Sattler

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Brachmann_2021_ICCV, author = {Brachmann, Eric and Humenberger, Martin and Rother, Carsten and Sattler, Torsten}, title = {On the Limits of Pseudo Ground Truth in Visual Camera Re-Localisation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6218-6228} }

An Elastica Geodesic Approach With Convexity Shape Prior

Da Chen,

Laurent D. Cohen,

Jean-Marie Mirebeau,

Xue-Cheng Tai

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Da and Cohen, Laurent D. and Mirebeau, Jean-Marie and Tai, Xue-Cheng}, title = {An Elastica Geodesic Approach With Convexity Shape Prior}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6900-6909} }

AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer

Songhua Liu,

Tianwei Lin,

Dongliang He,

Fu Li,

Meiling Wang,

Xin Li,

Zhengxing Sun,

Qian Li,

Errui Ding

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Songhua and Lin, Tianwei and He, Dongliang and Li, Fu and Wang, Meiling and Li, Xin and Sun, Zhengxing and Li, Qian and Ding, Errui}, title = {AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6649-6658} }

PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition

Prithviraj Dhar,

Joshua Gleason,

Aniket Roy,

Carlos D. Castillo,

Rama Chellappa

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dhar_2021_ICCV, author = {Dhar, Prithviraj and Gleason, Joshua and Roy, Aniket and Castillo, Carlos D. and Chellappa, Rama}, title = {PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15087-15096} }

Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection

Shi-Xue Zhang,

Xiaobin Zhu,

Chun Yang,

Hongfa Wang,

Xu-Cheng Yin

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Shi-Xue and Zhu, Xiaobin and Yang, Chun and Wang, Hongfa and Yin, Xu-Cheng}, title = {Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1305-1314} }

Video Matting via Consistency-Regularized Graph Neural Networks

Tiantian Wang,

Sifei Liu,

Yapeng Tian,

Kai Li,

Ming-Hsuan Yang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tiantian and Liu, Sifei and Tian, Yapeng and Li, Kai and Yang, Ming-Hsuan}, title = {Video Matting via Consistency-Regularized Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4902-4911} }

Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows

Tom Wehrbein,

Marco Rudolph,

Bodo Rosenhahn,

Bastian Wandt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wehrbein_2021_ICCV, author = {Wehrbein, Tom and Rudolph, Marco and Rosenhahn, Bodo and Wandt, Bastian}, title = {Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11199-11208} }

Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video

Bin Fan,

Yuchao Dai

[pdf] [supp]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Bin and Dai, Yuchao}, title = {Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4228-4237} }

Human Detection and Segmentation via Multi-View Consensus

Isinsu Katircioglu,

Helge Rhodin,

Jörg Spörri,

Mathieu Salzmann,

Pascal Fua

[pdf] [supp]

[bibtex]

@InProceedings{Katircioglu_2021_ICCV, author = {Katircioglu, Isinsu and Rhodin, Helge and Sp\"orri, J\"org and Salzmann, Mathieu and Fua, Pascal}, title = {Human Detection and Segmentation via Multi-View Consensus}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2855-2864} }

GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization

Yi Guo,

Huan Yuan,

Jianchao Tan,

Zhangyang Wang,

Sen Yang,

Ji Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Yi and Yuan, Huan and Tan, Jianchao and Wang, Zhangyang and Yang, Sen and Liu, Ji}, title = {GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5239-5250} }

From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network

Yuxin Wang,

Hongtao Xie,

Shancheng Fang,

Jing Wang,

Shenggao Zhu,

Yongdong Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yuxin and Xie, Hongtao and Fang, Shancheng and Wang, Jing and Zhu, Shenggao and Zhang, Yongdong}, title = {From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14194-14203} }

GRF: Learning a General Radiance Field for 3D Representation and Rendering

Alex Trevithick,

Bo Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Trevithick_2021_ICCV, author = {Trevithick, Alex and Yang, Bo}, title = {GRF: Learning a General Radiance Field for 3D Representation and Rendering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15182-15192} }

Neural Strokes: Stylized Line Drawing of 3D Shapes

Difan Liu,

Matthew Fisher,

Aaron Hertzmann,

Evangelos Kalogerakis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Difan and Fisher, Matthew and Hertzmann, Aaron and Kalogerakis, Evangelos}, title = {Neural Strokes: Stylized Line Drawing of 3D Shapes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14204-14213} }

Multimodal Knowledge Expansion

Zihui Xue,

Sucheng Ren,

Zhengqi Gao,

Hang Zhao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xue_2021_ICCV, author = {Xue, Zihui and Ren, Sucheng and Gao, Zhengqi and Zhao, Hang}, title = {Multimodal Knowledge Expansion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {854-863} }

Learning To Bundle-Adjust: A Graph Network Approach to Faster Optimization of Bundle Adjustment for Vehicular SLAM

Tetsuya Tanaka,

Yukihiro Sasagawa,

Takayuki Okatani

[pdf]

[bibtex]

@InProceedings{Tanaka_2021_ICCV, author = {Tanaka, Tetsuya and Sasagawa, Yukihiro and Okatani, Takayuki}, title = {Learning To Bundle-Adjust: A Graph Network Approach to Faster Optimization of Bundle Adjustment for Vehicular SLAM}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6250-6259} }

MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection

Cheng Zhang,

Tai-Yu Pan,

Yandong Li,

Hexiang Hu,

Dong Xuan,

Soravit Changpinyo,

Boqing Gong,

Wei-Lun Chao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Cheng and Pan, Tai-Yu and Li, Yandong and Hu, Hexiang and Xuan, Dong and Changpinyo, Soravit and Gong, Boqing and Chao, Wei-Lun}, title = {MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {417-427} }

Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames

Wei Shang,

Dongwei Ren,

Dongqing Zou,

Jimmy S. Ren,

Ping Luo,

Wangmeng Zuo

[pdf] [supp]

[bibtex]

@InProceedings{Shang_2021_ICCV, author = {Shang, Wei and Ren, Dongwei and Zou, Dongqing and Ren, Jimmy S. and Luo, Ping and Zuo, Wangmeng}, title = {Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4531-4540} }

SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation

Qiangeng Xu,

Yin Zhou,

Weiyue Wang,

Charles R. Qi,

Dragomir Anguelov

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Qiangeng and Zhou, Yin and Wang, Weiyue and Qi, Charles R. and Anguelov, Dragomir}, title = {SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15446-15456} }

Extreme-Quality Computational Imaging via Degradation Framework

Shiqi Chen,

Huajun Feng,

Keming Gao,

Zhihai Xu,

Yueting Chen

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shiqi and Feng, Huajun and Gao, Keming and Xu, Zhihai and Chen, Yueting}, title = {Extreme-Quality Computational Imaging via Degradation Framework}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2632-2641} }

Direct Differentiable Augmentation Search

Aoming Liu,

Zehao Huang,

Zhiwu Huang,

Naiyan Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Aoming and Huang, Zehao and Huang, Zhiwu and Wang, Naiyan}, title = {Direct Differentiable Augmentation Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12219-12228} }

The Functional Correspondence Problem

Zihang Lai,

Senthil Purushwalkam,

Abhinav Gupta

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lai_2021_ICCV, author = {Lai, Zihang and Purushwalkam, Senthil and Gupta, Abhinav}, title = {The Functional Correspondence Problem}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15772-15781} }

Detection and Continual Learning of Novel Face Presentation Attacks

Mohammad Rostami,

Leonidas Spinoulas,

Mohamed Hussein,

Joe Mathai,

Wael Abd-Almageed

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rostami_2021_ICCV, author = {Rostami, Mohammad and Spinoulas, Leonidas and Hussein, Mohamed and Mathai, Joe and Abd-Almageed, Wael}, title = {Detection and Continual Learning of Novel Face Presentation Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14851-14860} }

Adaptive Adversarial Network for Source-Free Domain Adaptation

Haifeng Xia,

Handong Zhao,

Zhengming Ding

[pdf]

[bibtex]

@InProceedings{Xia_2021_ICCV, author = {Xia, Haifeng and Zhao, Handong and Ding, Zhengming}, title = {Adaptive Adversarial Network for Source-Free Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9010-9019} }

Painting From Part

Dongsheng Guo,

Haoru Zhao,

Yunhao Cheng,

Haiyong Zheng,

Zhaorui Gu,

Bing Zheng

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Dongsheng and Zhao, Haoru and Cheng, Yunhao and Zheng, Haiyong and Gu, Zhaorui and Zheng, Bing}, title = {Painting From Part}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14779-14788} }

Attack-Guided Perceptual Data Generation for Real-World Re-Identification

Yukun Huang,

Xueyang Fu,

Zheng-Jun Zha

[pdf] [supp]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Yukun and Fu, Xueyang and Zha, Zheng-Jun}, title = {Attack-Guided Perceptual Data Generation for Real-World Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {215-224} }

Parallel Multi-Resolution Fusion Network for Image Inpainting

Wentao Wang,

Jianfu Zhang,

Li Niu,

Haoyu Ling,

Xue Yang,

Liqing Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Wentao and Zhang, Jianfu and Niu, Li and Ling, Haoyu and Yang, Xue and Zhang, Liqing}, title = {Parallel Multi-Resolution Fusion Network for Image Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14559-14568} }

Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation

Mingfei Cheng,

Kaili Zhao,

Xuhong Guo,

Yajing Xu,

Jun Guo

[pdf]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Mingfei and Zhao, Kaili and Guo, Xuhong and Xu, Yajing and Guo, Jun}, title = {Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7147-7156} }

MT-ORL: Multi-Task Occlusion Relationship Learning

Panhe Feng,

Qi She,

Lei Zhu,

Jiaxin Li,

Lin Zhang,

Zijian Feng,

Changhu Wang,

Chunpeng Li,

Xuejing Kang,

Anlong Ming

[pdf]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Panhe and She, Qi and Zhu, Lei and Li, Jiaxin and Zhang, Lin and Feng, Zijian and Wang, Changhu and Li, Chunpeng and Kang, Xuejing and Ming, Anlong}, title = {MT-ORL: Multi-Task Occlusion Relationship Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9364-9373} }

Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions

Shuang Li,

Yilun Du,

Antonio Torralba,

Josef Sivic,

Bryan Russell

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Shuang and Du, Yilun and Torralba, Antonio and Sivic, Josef and Russell, Bryan}, title = {Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1845-1855} }

Generative Layout Modeling Using Constraint Graphs

Wamiq Para,

Paul Guerrero,

Tom Kelly,

Leonidas J. Guibas,

Peter Wonka

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Para_2021_ICCV, author = {Para, Wamiq and Guerrero, Paul and Kelly, Tom and Guibas, Leonidas J. and Wonka, Peter}, title = {Generative Layout Modeling Using Constraint Graphs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6690-6700} }

ZFlow: Gated Appearance Flow-Based Virtual Try-On With 3D Priors

Ayush Chopra,

Rishabh Jain,

Mayur Hemani,

Balaji Krishnamurthy

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chopra_2021_ICCV, author = {Chopra, Ayush and Jain, Rishabh and Hemani, Mayur and Krishnamurthy, Balaji}, title = {ZFlow: Gated Appearance Flow-Based Virtual Try-On With 3D Priors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5433-5442} }

Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation

Jiaming Liu,

Ming Lu,

Kaixin Chen,

Xiaoqi Li,

Shizun Wang,

Zhaoqing Wang,

Enhua Wu,

Yurong Chen,

Chuang Zhang,

Ming Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Jiaming and Lu, Ming and Chen, Kaixin and Li, Xiaoqi and Wang, Shizun and Wang, Zhaoqing and Wu, Enhua and Chen, Yurong and Zhang, Chuang and Wu, Ming}, title = {Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4631-4640} }

Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation

Weiyao Wang,

Matt Feiszli,

Heng Wang,

Du Tran

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Weiyao and Feiszli, Matt and Wang, Heng and Tran, Du}, title = {Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10776-10785} }

Weakly Supervised Relative Spatial Reasoning for Visual Question Answering

Pratyay Banerjee,

Tejas Gokhale,

Yezhou Yang,

Chitta Baral

[pdf] [arXiv]

[bibtex]

@InProceedings{Banerjee_2021_ICCV, author = {Banerjee, Pratyay and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta}, title = {Weakly Supervised Relative Spatial Reasoning for Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1908-1918} }

Task-Aware Part Mining Network for Few-Shot Learning

Jiamin Wu,

Tianzhu Zhang,

Yongdong Zhang,

Feng Wu

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Jiamin and Zhang, Tianzhu and Zhang, Yongdong and Wu, Feng}, title = {Task-Aware Part Mining Network for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8433-8442} }

Cascade Image Matting With Deformable Graph Refinement

Zijian Yu,

Xuhui Li,

Huijuan Huang,

Wen Zheng,

Li Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Zijian and Li, Xuhui and Huang, Huijuan and Zheng, Wen and Chen, Li}, title = {Cascade Image Matting With Deformable Graph Refinement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7167-7176} }

Geometric Unsupervised Domain Adaptation for Semantic Segmentation

Vitor Guizilini,

Jie Li,

Rareș Ambruș,

Adrien Gaidon

[pdf] [supp]

[bibtex]

@InProceedings{Guizilini_2021_ICCV, author = {Guizilini, Vitor and Li, Jie and Ambruș, Rareș and Gaidon, Adrien}, title = {Geometric Unsupervised Domain Adaptation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8537-8547} }

A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction

Moitreya Chatterjee,

Narendra Ahuja,

Anoop Cherian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chatterjee_2021_ICCV, author = {Chatterjee, Moitreya and Ahuja, Narendra and Cherian, Anoop}, title = {A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9751-9761} }

PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks

Fotios Logothetis,

Ignas Budvytis,

Roberto Mecca,

Roberto Cipolla

[pdf] [supp]

[bibtex]

@InProceedings{Logothetis_2021_ICCV, author = {Logothetis, Fotios and Budvytis, Ignas and Mecca, Roberto and Cipolla, Roberto}, title = {PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12757-12766} }

Dynamic Surface Function Networks for Clothed Human Bodies

Andrei Burov,

Matthias Nießner,

Justus Thies

[pdf] [supp]

[bibtex]

@InProceedings{Burov_2021_ICCV, author = {Burov, Andrei and Nie{\ss}ner, Matthias and Thies, Justus}, title = {Dynamic Surface Function Networks for Clothed Human Bodies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10754-10764} }

Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts

Hong-Yu Zhou,

Chixiang Lu,

Sibei Yang,

Xiaoguang Han,

Yizhou Yu

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Hong-Yu and Lu, Chixiang and Yang, Sibei and Han, Xiaoguang and Yu, Yizhou}, title = {Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3499-3509} }

Rethinking Counting and Localization in Crowds: A Purely Point-Based Framework

Qingyu Song,

Changan Wang,

Zhengkai Jiang,

Yabiao Wang,

Ying Tai,

Chengjie Wang,

Jilin Li,

Feiyue Huang,

Yang Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Qingyu and Wang, Changan and Jiang, Zhengkai and Wang, Yabiao and Tai, Ying and Wang, Chengjie and Li, Jilin and Huang, Feiyue and Wu, Yang}, title = {Rethinking Counting and Localization in Crowds: A Purely Point-Based Framework}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3365-3374} }

The Right To Talk: An Audio-Visual Transformer Approach

Thanh-Dat Truong,

Chi Nhan Duong,

The De Vu,

Hoang Anh Pham,

Bhiksha Raj,

Ngan Le,

Khoa Luu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Truong_2021_ICCV, author = {Truong, Thanh-Dat and Duong, Chi Nhan and De Vu, The and Pham, Hoang Anh and Raj, Bhiksha and Le, Ngan and Luu, Khoa}, title = {The Right To Talk: An Audio-Visual Transformer Approach}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1105-1114} }

Neural Image Compression via Attentional Multi-Scale Back Projection and Frequency Decomposition

Ge Gao,

Pei You,

Rong Pan,

Shunyuan Han,

Yuanyuan Zhang,

Yuchao Dai,

Hojae Lee

[pdf] [supp]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Ge and You, Pei and Pan, Rong and Han, Shunyuan and Zhang, Yuanyuan and Dai, Yuchao and Lee, Hojae}, title = {Neural Image Compression via Attentional Multi-Scale Back Projection and Frequency Decomposition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14677-14686} }

Unpaired Learning for High Dynamic Range Image Tone Mapping

Yael Vinker,

Inbar Huberman-Spiegelglas,

Raanan Fattal

[pdf] [supp]

[bibtex]

@InProceedings{Vinker_2021_ICCV, author = {Vinker, Yael and Huberman-Spiegelglas, Inbar and Fattal, Raanan}, title = {Unpaired Learning for High Dynamic Range Image Tone Mapping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14657-14666} }

Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective

Wei Wang,

Haochen Zhang,

Zehuan Yuan,

Changhu Wang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Wei and Zhang, Haochen and Yuan, Zehuan and Wang, Changhu}, title = {Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4318-4327} }

Unaligned Image-to-Image Translation by Learning to Reweight

Shaoan Xie,

Mingming Gong,

Yanwu Xu,

Kun Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Shaoan and Gong, Mingming and Xu, Yanwu and Zhang, Kun}, title = {Unaligned Image-to-Image Translation by Learning to Reweight}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14174-14184} }

OSCAR-Net: Object-Centric Scene Graph Attention for Image Attribution

Eric Nguyen,

Tu Bui,

Viswanathan Swaminathan,

John Collomosse

[pdf] [supp]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Eric and Bui, Tu and Swaminathan, Viswanathan and Collomosse, John}, title = {OSCAR-Net: Object-Centric Scene Graph Attention for Image Attribution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14499-14508} }

A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation

Jiteng Mu,

Weichao Qiu,

Adam Kortylewski,

Alan Yuille,

Nuno Vasconcelos,

Xiaolong Wang

[pdf] [supp]

[bibtex]

@InProceedings{Mu_2021_ICCV, author = {Mu, Jiteng and Qiu, Weichao and Kortylewski, Adam and Yuille, Alan and Vasconcelos, Nuno and Wang, Xiaolong}, title = {A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13001-13011} }

Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces

Jianhe Yuan,

Zhihai He

[pdf]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Jianhe and He, Zhihai}, title = {Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7778-7786} }

Vision Transformer With Progressive Sampling

Xiaoyu Yue,

Shuyang Sun,

Zhanghui Kuang,

Meng Wei,

Philip H.S. Torr,

Wayne Zhang,

Dahua Lin

[pdf] [arXiv]

[bibtex]

@InProceedings{Yue_2021_ICCV, author = {Yue, Xiaoyu and Sun, Shuyang and Kuang, Zhanghui and Wei, Meng and Torr, Philip H.S. and Zhang, Wayne and Lin, Dahua}, title = {Vision Transformer With Progressive Sampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {387-396} }

Exploring Long Tail Visual Relationship Recognition With Large Vocabulary

Sherif Abdelkarim,

Aniket Agarwal,

Panos Achlioptas,

Jun Chen,

Jiaji Huang,

Boyang Li,

Kenneth Church,

Mohamed Elhoseiny

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Abdelkarim_2021_ICCV, author = {Abdelkarim, Sherif and Agarwal, Aniket and Achlioptas, Panos and Chen, Jun and Huang, Jiaji and Li, Boyang and Church, Kenneth and Elhoseiny, Mohamed}, title = {Exploring Long Tail Visual Relationship Recognition With Large Vocabulary}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15921-15930} }

EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers

Manuel Kaufmann,

Yi Zhao,

Chengcheng Tang,

Lingling Tao,

Christopher Twigg,

Jie Song,

Robert Wang,

Otmar Hilliges

[pdf] [supp]

[bibtex]

@InProceedings{Kaufmann_2021_ICCV, author = {Kaufmann, Manuel and Zhao, Yi and Tang, Chengcheng and Tao, Lingling and Twigg, Christopher and Song, Jie and Wang, Robert and Hilliges, Otmar}, title = {EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11510-11520} }

On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors

Osama Makansi,

Özgün Çiçek,

Yassine Marrakchi,

Thomas Brox

[pdf] [supp]

[bibtex]

@InProceedings{Makansi_2021_ICCV, author = {Makansi, Osama and \c{C}i\c{c}ek, \"Ozg\"un and Marrakchi, Yassine and Brox, Thomas}, title = {On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13147-13157} }

Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing

Krishna Regmi,

Mubarak Shah

[pdf] [supp]

[bibtex]

@InProceedings{Regmi_2021_ICCV, author = {Regmi, Krishna and Shah, Mubarak}, title = {Video Geo-Localization Employing Geo-Temporal Feature Learning and GPS Trajectory Smoothing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12126-12135} }

ICON: Learning Regular Maps Through Inverse Consistency

Hastings Greer,

Roland Kwitt,

François-Xavier Vialard,

Marc Niethammer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Greer_2021_ICCV, author = {Greer, Hastings and Kwitt, Roland and Vialard, Fran\c{c}ois-Xavier and Niethammer, Marc}, title = {ICON: Learning Regular Maps Through Inverse Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3396-3405} }

ELF-VC: Efficient Learned Flexible-Rate Video Coding

Oren Rippel,

Alexander G. Anderson,

Kedar Tatwawadi,

Sanjay Nair,

Craig Lytle,

Lubomir Bourdev

[pdf] [supp]

[bibtex]

@InProceedings{Rippel_2021_ICCV, author = {Rippel, Oren and Anderson, Alexander G. and Tatwawadi, Kedar and Nair, Sanjay and Lytle, Craig and Bourdev, Lubomir}, title = {ELF-VC: Efficient Learned Flexible-Rate Video Coding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14479-14488} }

Structure-Preserving Deraining With Residue Channel Prior Guidance

Qiaosi Yi,

Juncheng Li,

Qinyan Dai,

Faming Fang,

Guixu Zhang,

Tieyong Zeng

[pdf] [arXiv]

[bibtex]

@InProceedings{Yi_2021_ICCV, author = {Yi, Qiaosi and Li, Juncheng and Dai, Qinyan and Fang, Faming and Zhang, Guixu and Zeng, Tieyong}, title = {Structure-Preserving Deraining With Residue Channel Prior Guidance}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4238-4247} }

Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning

Qi Sun,

Chen Bai,

Tinghuan Chen,

Hao Geng,

Xinyun Zhang,

Yang Bai,

Bei Yu

[pdf] [supp]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Qi and Bai, Chen and Chen, Tinghuan and Geng, Hao and Zhang, Xinyun and Bai, Yang and Yu, Bei}, title = {Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5380-5390} }

Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation

Kang Liao,

Chunyu Lin,

Yunchao Wei,

Feng Li,

Shangrong Yang,

Yao Zhao

[pdf]

[bibtex]

@InProceedings{Liao_2021_ICCV, author = {Liao, Kang and Lin, Chunyu and Wei, Yunchao and Li, Feng and Yang, Shangrong and Zhao, Yao}, title = {Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14569-14578} }

ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation

Octave Mariotti,

Oisin Mac Aodha,

Hakan Bilen

[pdf]

[bibtex]

@InProceedings{Mariotti_2021_ICCV, author = {Mariotti, Octave and Mac Aodha, Oisin and Bilen, Hakan}, title = {ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10418-10428} }

High-Resolution Optical Flow From 1D Attention and Correlation

Haofei Xu,

Jiaolong Yang,

Jianfei Cai,

Juyong Zhang,

Xin Tong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Haofei and Yang, Jiaolong and Cai, Jianfei and Zhang, Juyong and Tong, Xin}, title = {High-Resolution Optical Flow From 1D Attention and Correlation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10498-10507} }

RGB-D Saliency Detection via Cascaded Mutual Information Minimization

Jing Zhang,

Deng-Ping Fan,

Yuchao Dai,

Xin Yu,

Yiran Zhong,

Nick Barnes,

Ling Shao

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Jing and Fan, Deng-Ping and Dai, Yuchao and Yu, Xin and Zhong, Yiran and Barnes, Nick and Shao, Ling}, title = {RGB-D Saliency Detection via Cascaded Mutual Information Minimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4338-4347} }

A Weakly Supervised Amodal Segmenter With Boundary Uncertainty Estimation

Khoi Nguyen,

Sinisa Todorovic

[pdf] [arXiv]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Khoi and Todorovic, Sinisa}, title = {A Weakly Supervised Amodal Segmenter With Boundary Uncertainty Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7396-7405} }

Cross-Camera Convolutional Color Constancy

Mahmoud Afifi,

Jonathan T. Barron,

Chloe LeGendre,

Yun-Ta Tsai,

Francois Bleibel

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Afifi_2021_ICCV, author = {Afifi, Mahmoud and Barron, Jonathan T. and LeGendre, Chloe and Tsai, Yun-Ta and Bleibel, Francois}, title = {Cross-Camera Convolutional Color Constancy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1981-1990} }

Kernel Methods in Hyperbolic Spaces

Pengfei Fang,

Mehrtash Harandi,

Lars Petersson

[pdf] [supp]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Pengfei and Harandi, Mehrtash and Petersson, Lars}, title = {Kernel Methods in Hyperbolic Spaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10665-10674} }

Towards Alleviating the Modeling Ambiguity of Unsupervised Monocular 3D Human Pose Estimation

Zhenbo Yu,

Bingbing Ni,

Jingwei Xu,

Junjie Wang,

Chenglong Zhao,

Wenjun Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Zhenbo and Ni, Bingbing and Xu, Jingwei and Wang, Junjie and Zhao, Chenglong and Zhang, Wenjun}, title = {Towards Alleviating the Modeling Ambiguity of Unsupervised Monocular 3D Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8651-8660} }

Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition

Rasha Friji,

Hassen Drira,

Faten Chaieb,

Hamza Kchok,

Sebastian Kurtek

[pdf]

[bibtex]

@InProceedings{Friji_2021_ICCV, author = {Friji, Rasha and Drira, Hassen and Chaieb, Faten and Kchok, Hamza and Kurtek, Sebastian}, title = {Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12611-12620} }

Enhanced Boundary Learning for Glass-Like Object Segmentation

Hao He,

Xiangtai Li,

Guangliang Cheng,

Jianping Shi,

Yunhai Tong,

Gaofeng Meng,

Véronique Prinet,

LuBin Weng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Hao and Li, Xiangtai and Cheng, Guangliang and Shi, Jianping and Tong, Yunhai and Meng, Gaofeng and Prinet, V\'eronique and Weng, LuBin}, title = {Enhanced Boundary Learning for Glass-Like Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15859-15868} }

Self-Supervised Pretraining of 3D Features on Any Point-Cloud

Zaiwei Zhang,

Rohit Girdhar,

Armand Joulin,

Ishan Misra

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zaiwei and Girdhar, Rohit and Joulin, Armand and Misra, Ishan}, title = {Self-Supervised Pretraining of 3D Features on Any Point-Cloud}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10252-10263} }

N-ImageNet: Towards Robust, Fine-Grained Object Recognition With Event Cameras

Junho Kim,

Jaehyeok Bae,

Gangin Park,

Dongsu Zhang,

Young Min Kim

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Junho and Bae, Jaehyeok and Park, Gangin and Zhang, Dongsu and Kim, Young Min}, title = {N-ImageNet: Towards Robust, Fine-Grained Object Recognition With Event Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2146-2156} }

Diagonal Attention and Style-Based GAN for Content-Style Disentanglement in Image Generation and Translation

Gihyun Kwon,

Jong Chul Ye

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kwon_2021_ICCV, author = {Kwon, Gihyun and Ye, Jong Chul}, title = {Diagonal Attention and Style-Based GAN for Content-Style Disentanglement in Image Generation and Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13980-13989} }

Who's Waldo? Linking People Across Text and Images

Yuqing Cui,

Apoorv Khandelwal,

Yoav Artzi,

Noah Snavely,

Hadar Averbuch-Elor

[pdf] [supp]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Yuqing and Khandelwal, Apoorv and Artzi, Yoav and Snavely, Noah and Averbuch-Elor, Hadar}, title = {Who's Waldo? Linking People Across Text and Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1374-1384} }

Switchable K-Class Hyperplanes for Noise-Robust Representation Learning

Boxiao Liu,

Guanglu Song,

Manyuan Zhang,

Haihang You,

Yu Liu

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Boxiao and Song, Guanglu and Zhang, Manyuan and You, Haihang and Liu, Yu}, title = {Switchable K-Class Hyperplanes for Noise-Robust Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3019-3028} }

Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction

Guanglei Yang,

Hao Tang,

Mingli Ding,

Nicu Sebe,

Elisa Ricci

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Guanglei and Tang, Hao and Ding, Mingli and Sebe, Nicu and Ricci, Elisa}, title = {Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16269-16279} }

BlockPlanner: City Block Generation With Vectorized Graph Representation

Linning Xu,

Yuanbo Xiangli,

Anyi Rao,

Nanxuan Zhao,

Bo Dai,

Ziwei Liu,

Dahua Lin

[pdf] [supp]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Linning and Xiangli, Yuanbo and Rao, Anyi and Zhao, Nanxuan and Dai, Bo and Liu, Ziwei and Lin, Dahua}, title = {BlockPlanner: City Block Generation With Vectorized Graph Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5077-5086} }

PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds

Anh-Quan Cao,

Gilles Puy,

Alexandre Boulch,

Renaud Marlet

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Anh-Quan and Puy, Gilles and Boulch, Alexandre and Marlet, Renaud}, title = {PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13229-13238} }

CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis

Yi Zhou,

Lei Huang,

Tao Zhou,

Ling Shao

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yi and Huang, Lei and Zhou, Tao and Shao, Ling}, title = {CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8260-8270} }

FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition

Lei Fan,

Peixi Xiong,

Wei Wei,

Ying Wu

[pdf]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Lei and Xiong, Peixi and Wei, Wei and Wu, Ying}, title = {FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15394-15403} }

VLGrammar: Grounded Grammar Induction of Vision and Language

Yining Hong,

Qing Li,

Song-Chun Zhu,

Siyuan Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hong_2021_ICCV, author = {Hong, Yining and Li, Qing and Zhu, Song-Chun and Huang, Siyuan}, title = {VLGrammar: Grounded Grammar Induction of Vision and Language}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1665-1674} }

Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning

Yinbo Chen,

Zhuang Liu,

Huijuan Xu,

Trevor Darrell,

Xiaolong Wang

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Yinbo and Liu, Zhuang and Xu, Huijuan and Darrell, Trevor and Wang, Xiaolong}, title = {Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9062-9071} }

CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds

Eric-Tuan Lê,

Minhyuk Sung,

Duygu Ceylan,

Radomir Mech,

Tamy Boubekeur,

Niloy J. Mitra

[pdf] [supp]

[bibtex]

@InProceedings{Le_2021_ICCV, author = {L\^e, Eric-Tuan and Sung, Minhyuk and Ceylan, Duygu and Mech, Radomir and Boubekeur, Tamy and Mitra, Niloy J.}, title = {CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7457-7466} }

PARTS: Unsupervised Segmentation With Slots, Attention and Independence Maximization

Daniel Zoran,

Rishabh Kabra,

Alexander Lerchner,

Danilo J. Rezende

[pdf] [supp]

[bibtex]

@InProceedings{Zoran_2021_ICCV, author = {Zoran, Daniel and Kabra, Rishabh and Lerchner, Alexander and Rezende, Danilo J.}, title = {PARTS: Unsupervised Segmentation With Slots, Attention and Independence Maximization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10439-10447} }

Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation

Hyunyoung Jung,

Eunhyeok Park,

Sungjoo Yoo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jung_2021_ICCV, author = {Jung, Hyunyoung and Park, Eunhyeok and Yoo, Sungjoo}, title = {Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12642-12652} }

Learning Signed Distance Field for Multi-View Surface Reconstruction

Jingyang Zhang,

Yao Yao,

Long Quan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Jingyang and Yao, Yao and Quan, Long}, title = {Learning Signed Distance Field for Multi-View Surface Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6525-6534} }

Pose Correction for Highly Accurate Visual Localization in Large-Scale Indoor Spaces

Janghun Hyeon,

Joohyung Kim,

Nakju Doh

[pdf] [supp]

[bibtex]

@InProceedings{Hyeon_2021_ICCV, author = {Hyeon, Janghun and Kim, Joohyung and Doh, Nakju}, title = {Pose Correction for Highly Accurate Visual Localization in Large-Scale Indoor Spaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15974-15983} }

A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

Zhian Liu,

Yongwei Nie,

Chengjiang Long,

Qing Zhang,

Guiqing Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zhian and Nie, Yongwei and Long, Chengjiang and Zhang, Qing and Li, Guiqing}, title = {A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13588-13597} }

PointBA: Towards Backdoor Attacks in 3D Point Cloud

Xinke Li,

Zhirui Chen,

Yue Zhao,

Zekun Tong,

Yabang Zhao,

Andrew Lim,

Joey Tianyi Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Xinke and Chen, Zhirui and Zhao, Yue and Tong, Zekun and Zhao, Yabang and Lim, Andrew and Zhou, Joey Tianyi}, title = {PointBA: Towards Backdoor Attacks in 3D Point Cloud}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16492-16501} }

Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering

Qingxing Cao,

Wentao Wan,

Keze Wang,

Xiaodan Liang,

Liang Lin

[pdf] [supp]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Qingxing and Wan, Wentao and Wang, Keze and Liang, Xiaodan and Lin, Liang}, title = {Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1614-1623} }

Neural Articulated Radiance Field

Atsuhiro Noguchi,

Xiao Sun,

Stephen Lin,

Tatsuya Harada

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Noguchi_2021_ICCV, author = {Noguchi, Atsuhiro and Sun, Xiao and Lin, Stephen and Harada, Tatsuya}, title = {Neural Articulated Radiance Field}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5762-5772} }

Region Similarity Representation Learning

Tete Xiao,

Colorado J Reed,

Xiaolong Wang,

Kurt Keutzer,

Trevor Darrell

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xiao_2021_ICCV, author = {Xiao, Tete and Reed, Colorado J and Wang, Xiaolong and Keutzer, Kurt and Darrell, Trevor}, title = {Region Similarity Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10539-10548} }

Learning of Visual Relations: The Devil Is in the Tails

Alakh Desai,

Tz-Ying Wu,

Subarna Tripathi,

Nuno Vasconcelos

[pdf] [arXiv]

[bibtex]

@InProceedings{Desai_2021_ICCV, author = {Desai, Alakh and Wu, Tz-Ying and Tripathi, Subarna and Vasconcelos, Nuno}, title = {Learning of Visual Relations: The Devil Is in the Tails}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15404-15413} }

T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation

Ruihuang Li,

Xu Jia,

Jianzhong He,

Shuaijun Chen,

Qinghua Hu

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Ruihuang and Jia, Xu and He, Jianzhong and Chen, Shuaijun and Hu, Qinghua}, title = {T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9991-10000} }

BuildingNet: Learning To Label 3D Buildings

Pratheba Selvaraju,

Mohamed Nabail,

Marios Loizou,

Maria Maslioukova,

Melinos Averkiou,

Andreas Andreou,

Siddhartha Chaudhuri,

Evangelos Kalogerakis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Selvaraju_2021_ICCV, author = {Selvaraju, Pratheba and Nabail, Mohamed and Loizou, Marios and Maslioukova, Maria and Averkiou, Melinos and Andreou, Andreas and Chaudhuri, Siddhartha and Kalogerakis, Evangelos}, title = {BuildingNet: Learning To Label 3D Buildings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10397-10407} }

Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher

Yichen Zhu,

Yi Wang

[pdf]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Yichen and Wang, Yi}, title = {Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5057-5066} }

A Machine Teaching Framework for Scalable Recognition

Pei Wang,

Nuno Vasconcelos

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Pei and Vasconcelos, Nuno}, title = {A Machine Teaching Framework for Scalable Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4945-4954} }

Divide and Conquer for Single-Frame Temporal Action Localization

Chen Ju,

Peisen Zhao,

Siheng Chen,

Ya Zhang,

Yanfeng Wang,

Qi Tian

[pdf] [supp]

[bibtex]

@InProceedings{Ju_2021_ICCV, author = {Ju, Chen and Zhao, Peisen and Chen, Siheng and Zhang, Ya and Wang, Yanfeng and Tian, Qi}, title = {Divide and Conquer for Single-Frame Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13455-13464} }

Real-World Video Super-Resolution: A Benchmark Dataset and a Decomposition Based Learning Scheme

Xi Yang,

Wangmeng Xiang,

Hui Zeng,

Lei Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Xi and Xiang, Wangmeng and Zeng, Hui and Zhang, Lei}, title = {Real-World Video Super-Resolution: A Benchmark Dataset and a Decomposition Based Learning Scheme}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4781-4790} }

Towards High Fidelity Monocular Face Reconstruction With Rich Reflectance Using Self-Supervised Learning and Ray Tracing

Abdallah Dib,

Cédric Thébault,

Junghyun Ahn,

Philippe-Henri Gosselin,

Christian Theobalt,

Louis Chevallier

[pdf] [supp]

[bibtex]

@InProceedings{Dib_2021_ICCV, author = {Dib, Abdallah and Th\'ebault, C\'edric and Ahn, Junghyun and Gosselin, Philippe-Henri and Theobalt, Christian and Chevallier, Louis}, title = {Towards High Fidelity Monocular Face Reconstruction With Rich Reflectance Using Self-Supervised Learning and Ray Tracing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12819-12829} }

Frequency Domain Image Translation: More Photo-Realistic, Better Identity-Preserving

Mu Cai,

Hong Zhang,

Huijuan Huang,

Qichuan Geng,

Yixuan Li,

Gao Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cai_2021_ICCV, author = {Cai, Mu and Zhang, Hong and Huang, Huijuan and Geng, Qichuan and Li, Yixuan and Huang, Gao}, title = {Frequency Domain Image Translation: More Photo-Realistic, Better Identity-Preserving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13930-13940} }

ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency

Deng Huang,

Wenhao Wu,

Weiwen Hu,

Xu Liu,

Dongliang He,

Zhihua Wu,

Xiangmiao Wu,

Mingkui Tan,

Errui Ding

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Deng and Wu, Wenhao and Hu, Weiwen and Liu, Xu and He, Dongliang and Wu, Zhihua and Wu, Xiangmiao and Tan, Mingkui and Ding, Errui}, title = {ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8096-8105} }

Improving Generalization of Batch Whitening by Convolutional Unit Optimization

Yooshin Cho,

Hanbyel Cho,

Youngsoo Kim,

Junmo Kim

[pdf] [arXiv]

[bibtex]

@InProceedings{Cho_2021_ICCV, author = {Cho, Yooshin and Cho, Hanbyel and Kim, Youngsoo and Kim, Junmo}, title = {Improving Generalization of Batch Whitening by Convolutional Unit Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5321-5329} }

Motion Guided Attention Fusion To Recognize Interactions From Videos

Tae Soo Kim,

Jonathan Jones,

Gregory D. Hager

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Tae Soo and Jones, Jonathan and Hager, Gregory D.}, title = {Motion Guided Attention Fusion To Recognize Interactions From Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13076-13086} }

Statistically Consistent Saliency Estimation

Shunyan Luo,

Emre Barut,

Fang Jin

[pdf] [supp]

[bibtex]

@InProceedings{Luo_2021_ICCV, author = {Luo, Shunyan and Barut, Emre and Jin, Fang}, title = {Statistically Consistent Saliency Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {745-753} }

SLIDE: Single Image 3D Photography With Soft Layering and Depth-Aware Inpainting

Varun Jampani,

Huiwen Chang,

Kyle Sargent,

Abhishek Kar,

Richard Tucker,

Michael Krainin,

Dominik Kaeser,

William T. Freeman,

David Salesin,

Brian Curless,

Ce Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jampani_2021_ICCV, author = {Jampani, Varun and Chang, Huiwen and Sargent, Kyle and Kar, Abhishek and Tucker, Richard and Krainin, Michael and Kaeser, Dominik and Freeman, William T. and Salesin, David and Curless, Brian and Liu, Ce}, title = {SLIDE: Single Image 3D Photography With Soft Layering and Depth-Aware Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12518-12527} }

Learning Spatio-Temporal Transformer for Visual Tracking

Bin Yan,

Houwen Peng,

Jianlong Fu,

Dong Wang,

Huchuan Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Bin and Peng, Houwen and Fu, Jianlong and Wang, Dong and Lu, Huchuan}, title = {Learning Spatio-Temporal Transformer for Visual Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10448-10457} }

From Contexts to Locality: Ultra-High Resolution Image Segmentation via Locality-Aware Contextual Correlation

Qi Li,

Weixiang Yang,

Wenxi Liu,

Yuanlong Yu,

Shengfeng He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Qi and Yang, Weixiang and Liu, Wenxi and Yu, Yuanlong and He, Shengfeng}, title = {From Contexts to Locality: Ultra-High Resolution Image Segmentation via Locality-Aware Contextual Correlation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7252-7261} }

Channel-Wise Knowledge Distillation for Dense Prediction

Changyong Shu,

Yifan Liu,

Jianfei Gao,

Zheng Yan,

Chunhua Shen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shu_2021_ICCV, author = {Shu, Changyong and Liu, Yifan and Gao, Jianfei and Yan, Zheng and Shen, Chunhua}, title = {Channel-Wise Knowledge Distillation for Dense Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5311-5320} }

Multi-View 3D Reconstruction With Transformers

Dan Wang,

Xinrui Cui,

Xun Chen,

Zhengxia Zou,

Tianyang Shi,

Septimiu Salcudean,

Z. Jane Wang,

Rabab Ward

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Dan and Cui, Xinrui and Chen, Xun and Zou, Zhengxia and Shi, Tianyang and Salcudean, Septimiu and Wang, Z. Jane and Ward, Rabab}, title = {Multi-View 3D Reconstruction With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5722-5731} }

From General to Specific: Informative Scene Graph Generation via Balance Adjustment

Yuyu Guo,

Lianli Gao,

Xuanhan Wang,

Yuxuan Hu,

Xing Xu,

Xu Lu,

Heng Tao Shen,

Jingkuan Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Yuyu and Gao, Lianli and Wang, Xuanhan and Hu, Yuxuan and Xu, Xing and Lu, Xu and Shen, Heng Tao and Song, Jingkuan}, title = {From General to Specific: Informative Scene Graph Generation via Balance Adjustment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16383-16392} }

Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering

Bangbang Yang,

Yinda Zhang,

Yinghao Xu,

Yijin Li,

Han Zhou,

Hujun Bao,

Guofeng Zhang,

Zhaopeng Cui

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Bangbang and Zhang, Yinda and Xu, Yinghao and Li, Yijin and Zhou, Han and Bao, Hujun and Zhang, Guofeng and Cui, Zhaopeng}, title = {Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13779-13788} }

Practical Relative Order Attack in Deep Ranking

Mo Zhou,

Le Wang,

Zhenxing Niu,

Qilin Zhang,

Yinghui Xu,

Nanning Zheng,

Gang Hua

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Mo and Wang, Le and Niu, Zhenxing and Zhang, Qilin and Xu, Yinghui and Zheng, Nanning and Hua, Gang}, title = {Practical Relative Order Attack in Deep Ranking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16413-16422} }

Unsupervised Layered Image Decomposition Into Object Prototypes

Tom Monnier,

Elliot Vincent,

Jean Ponce,

Mathieu Aubry

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Monnier_2021_ICCV, author = {Monnier, Tom and Vincent, Elliot and Ponce, Jean and Aubry, Mathieu}, title = {Unsupervised Layered Image Decomposition Into Object Prototypes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8640-8650} }

Manifold Alignment for Semantically Aligned Style Transfer

Jing Huo,

Shiyin Jin,

Wenbin Li,

Jing Wu,

Yu-Kun Lai,

Yinghuan Shi,

Yang Gao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huo_2021_ICCV, author = {Huo, Jing and Jin, Shiyin and Li, Wenbin and Wu, Jing and Lai, Yu-Kun and Shi, Yinghuan and Gao, Yang}, title = {Manifold Alignment for Semantically Aligned Style Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14861-14869} }

Defending Against Universal Adversarial Patches by Clipping Feature Norms

Cheng Yu,

Jiansheng Chen,

Youze Xue,

Yuyang Liu,

Weitao Wan,

Jiayu Bao,

Huimin Ma

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Cheng and Chen, Jiansheng and Xue, Youze and Liu, Yuyang and Wan, Weitao and Bao, Jiayu and Ma, Huimin}, title = {Defending Against Universal Adversarial Patches by Clipping Feature Norms}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16434-16442} }

Q-Match: Iterative Shape Matching via Quantum Annealing

Marcel Seelbach Benkner,

Zorah Lähner,

Vladislav Golyanik,

Christof Wunderlich,

Christian Theobalt,

Michael Moeller

[pdf] [supp]

[bibtex]

@InProceedings{Benkner_2021_ICCV, author = {Benkner, Marcel Seelbach and L\"ahner, Zorah and Golyanik, Vladislav and Wunderlich, Christof and Theobalt, Christian and Moeller, Michael}, title = {Q-Match: Iterative Shape Matching via Quantum Annealing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7586-7596} }

Fast Convergence of DETR With Spatially Modulated Co-Attention

Peng Gao,

Minghang Zheng,

Xiaogang Wang,

Jifeng Dai,

Hongsheng Li

[pdf]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Peng and Zheng, Minghang and Wang, Xiaogang and Dai, Jifeng and Li, Hongsheng}, title = {Fast Convergence of DETR With Spatially Modulated Co-Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3621-3630} }

Discovering Human Interactions With Large-Vocabulary Objects via Query and Multi-Scale Detection

Suchen Wang,

Kim-Hui Yap,

Henghui Ding,

Jiyan Wu,

Junsong Yuan,

Yap-Peng Tan

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Suchen and Yap, Kim-Hui and Ding, Henghui and Wu, Jiyan and Yuan, Junsong and Tan, Yap-Peng}, title = {Discovering Human Interactions With Large-Vocabulary Objects via Query and Multi-Scale Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13475-13484} }

T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging

Dong Yang,

Andriy Myronenko,

Xiaosong Wang,

Ziyue Xu,

Holger R. Roth,

Daguang Xu

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Dong and Myronenko, Andriy and Wang, Xiaosong and Xu, Ziyue and Roth, Holger R. and Xu, Daguang}, title = {T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3962-3974} }

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification

Chaoyou Fu,

Yibo Hu,

Xiang Wu,

Hailin Shi,

Tao Mei,

Ran He

[pdf]

[bibtex]

@InProceedings{Fu_2021_ICCV, author = {Fu, Chaoyou and Hu, Yibo and Wu, Xiang and Shi, Hailin and Mei, Tao and He, Ran}, title = {CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11823-11832} }

Learning To Better Segment Objects From Unseen Classes With Unlabeled Videos

Yuming Du,

Yang Xiao,

Vincent Lepetit

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Du_2021_ICCV, author = {Du, Yuming and Xiao, Yang and Lepetit, Vincent}, title = {Learning To Better Segment Objects From Unseen Classes With Unlabeled Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3375-3384} }

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

Viraj Prabhu,

Shivam Khare,

Deeksha Kartik,

Judy Hoffman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Prabhu_2021_ICCV, author = {Prabhu, Viraj and Khare, Shivam and Kartik, Deeksha and Hoffman, Judy}, title = {SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8558-8567} }

Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images

Yuan Rao,

Jiangqun Ni

[pdf]

[bibtex]

@InProceedings{Rao_2021_ICCV, author = {Rao, Yuan and Ni, Jiangqun}, title = {Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15034-15043} }

Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling

Cheng-Kun Yang,

Yung-Yu Chuang,

Yen-Yu Lin

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Cheng-Kun and Chuang, Yung-Yu and Lin, Yen-Yu}, title = {Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7335-7344} }

Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification

Haoxuanye Ji,

Le Wang,

Sanping Zhou,

Wei Tang,

Nanning Zheng,

Gang Hua

[pdf]

[bibtex]

@InProceedings{Ji_2021_ICCV, author = {Ji, Haoxuanye and Wang, Le and Zhou, Sanping and Tang, Wei and Zheng, Nanning and Hua, Gang}, title = {Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3661-3670} }

Relational Embedding for Few-Shot Classification

Dahyun Kang,

Heeseung Kwon,

Juhong Min,

Minsu Cho

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kang_2021_ICCV, author = {Kang, Dahyun and Kwon, Heeseung and Min, Juhong and Cho, Minsu}, title = {Relational Embedding for Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8822-8833} }

Globally Optimal and Efficient Manhattan Frame Estimation by Delimiting Rotation Search Space

Wuwei Ge,

Yu Song,

Baichao Zhang,

Zehua Dong

[pdf]

[bibtex]

@InProceedings{Ge_2021_ICCV, author = {Ge, Wuwei and Song, Yu and Zhang, Baichao and Dong, Zehua}, title = {Globally Optimal and Efficient Manhattan Frame Estimation by Delimiting Rotation Search Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15213-15221} }

Robustness Certification for Point Cloud Models

Tobias Lorenz,

Anian Ruoss,

Mislav Balunović,

Gagandeep Singh,

Martin Vechev

[pdf] [supp]

[bibtex]

@InProceedings{Lorenz_2021_ICCV, author = {Lorenz, Tobias and Ruoss, Anian and Balunovi\'c, Mislav and Singh, Gagandeep and Vechev, Martin}, title = {Robustness Certification for Point Cloud Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7608-7618} }

Square Root Marginalization for Sliding-Window Bundle Adjustment

Nikolaus Demmel,

David Schubert,

Christiane Sommer,

Daniel Cremers,

Vladyslav Usenko

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Demmel_2021_ICCV, author = {Demmel, Nikolaus and Schubert, David and Sommer, Christiane and Cremers, Daniel and Usenko, Vladyslav}, title = {Square Root Marginalization for Sliding-Window Bundle Adjustment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13260-13268} }

OpenForensics: Large-Scale Challenging Dataset for Multi-Face Forgery Detection and Segmentation In-the-Wild

Trung-Nghia Le,

Huy H. Nguyen,

Junichi Yamagishi,

Isao Echizen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Le_2021_ICCV, author = {Le, Trung-Nghia and Nguyen, Huy H. and Yamagishi, Junichi and Echizen, Isao}, title = {OpenForensics: Large-Scale Challenging Dataset for Multi-Face Forgery Detection and Segmentation In-the-Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10117-10127} }

Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling

Jingyun Liang,

Andreas Lugmayr,

Kai Zhang,

Martin Danelljan,

Luc Van Gool,

Radu Timofte

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Jingyun and Lugmayr, Andreas and Zhang, Kai and Danelljan, Martin and Van Gool, Luc and Timofte, Radu}, title = {Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4076-4085} }

Deep Symmetric Network for Underexposed Image Enhancement With Recurrent Attentional Learning

Lin Zhao,

Shao-Ping Lu,

Tao Chen,

Zhenglu Yang,

Ariel Shamir

[pdf]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Lin and Lu, Shao-Ping and Chen, Tao and Yang, Zhenglu and Shamir, Ariel}, title = {Deep Symmetric Network for Underexposed Image Enhancement With Recurrent Attentional Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12075-12084} }

Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification

Ziyu Wei,

Xi Yang,

Nannan Wang,

Xinbo Gao

[pdf]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Ziyu and Yang, Xi and Wang, Nannan and Gao, Xinbo}, title = {Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {225-234} }

Estimating Egocentric 3D Human Pose in Global Space

Jian Wang,

Lingjie Liu,

Weipeng Xu,

Kripasindhu Sarkar,

Christian Theobalt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Jian and Liu, Lingjie and Xu, Weipeng and Sarkar, Kripasindhu and Theobalt, Christian}, title = {Estimating Egocentric 3D Human Pose in Global Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11500-11509} }

Re-Aging GAN: Toward Personalized Face Age Transformation

Farkhod Makhmudkhujaev,

Sungeun Hong,

In Kyu Park

[pdf] [supp]

[bibtex]

@InProceedings{Makhmudkhujaev_2021_ICCV, author = {Makhmudkhujaev, Farkhod and Hong, Sungeun and Park, In Kyu}, title = {Re-Aging GAN: Toward Personalized Face Age Transformation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3908-3917} }

SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video

Prasan Shedligeri,

Florian Schiffers,

Sushobhan Ghosh,

Oliver Cossairt,

Kaushik Mitra

[pdf] [supp]

[bibtex]

@InProceedings{Shedligeri_2021_ICCV, author = {Shedligeri, Prasan and Schiffers, Florian and Ghosh, Sushobhan and Cossairt, Oliver and Mitra, Kaushik}, title = {SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2491-2501} }

Cross-Encoder for Unsupervised Gaze Representation Learning

Yunjia Sun,

Jiabei Zeng,

Shiguang Shan,

Xilin Chen

[pdf] [supp]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Yunjia and Zeng, Jiabei and Shan, Shiguang and Chen, Xilin}, title = {Cross-Encoder for Unsupervised Gaze Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3702-3711} }

Towards Discriminative Representation Learning for Unsupervised Person Re-Identification

Takashi Isobe,

Dong Li,

Lu Tian,

Weihua Chen,

Yi Shan,

Shengjin Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Isobe_2021_ICCV, author = {Isobe, Takashi and Li, Dong and Tian, Lu and Chen, Weihua and Shan, Yi and Wang, Shengjin}, title = {Towards Discriminative Representation Learning for Unsupervised Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8526-8536} }

Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds

Mohammad Mostafavi,

Kuk-Jin Yoon,

Jonghyun Choi

[pdf]

[bibtex]

@InProceedings{Mostafavi_2021_ICCV, author = {Mostafavi, Mohammad and Yoon, Kuk-Jin and Choi, Jonghyun}, title = {Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4258-4267} }

When Do GANs Replicate? On the Choice of Dataset Size

Qianli Feng,

Chenqi Guo,

Fabian Benitez-Quiroz,

Aleix M. Martinez

[pdf] [supp]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Qianli and Guo, Chenqi and Benitez-Quiroz, Fabian and Martinez, Aleix M.}, title = {When Do GANs Replicate? On the Choice of Dataset Size}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6701-6710} }

Just One Moment: Structural Vulnerability of Deep Action Recognition Against One Frame Attack

Jaehui Hwang,

Jun-Hyuk Kim,

Jun-Ho Choi,

Jong-Seok Lee

[pdf] [arXiv]

[bibtex]

@InProceedings{Hwang_2021_ICCV, author = {Hwang, Jaehui and Kim, Jun-Hyuk and Choi, Jun-Ho and Lee, Jong-Seok}, title = {Just One Moment: Structural Vulnerability of Deep Action Recognition Against One Frame Attack}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7668-7676} }

Big Self-Supervised Models Advance Medical Image Classification

Shekoofeh Azizi,

Basil Mustafa,

Fiona Ryan,

Zachary Beaver,

Jan Freyberg,

Jonathan Deaton,

Aaron Loh,

Alan Karthikesalingam,

Simon Kornblith,

Ting Chen,

Vivek Natarajan,

Mohammad Norouzi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Azizi_2021_ICCV, author = {Azizi, Shekoofeh and Mustafa, Basil and Ryan, Fiona and Beaver, Zachary and Freyberg, Jan and Deaton, Jonathan and Loh, Aaron and Karthikesalingam, Alan and Kornblith, Simon and Chen, Ting and Natarajan, Vivek and Norouzi, Mohammad}, title = {Big Self-Supervised Models Advance Medical Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3478-3488} }

Scene Context-Aware Salient Object Detection

Avishek Siris,

Jianbo Jiao,

Gary K.L. Tam,

Xianghua Xie,

Rynson W.H. Lau

[pdf] [supp]

[bibtex]

@InProceedings{Siris_2021_ICCV, author = {Siris, Avishek and Jiao, Jianbo and Tam, Gary K.L. and Xie, Xianghua and Lau, Rynson W.H.}, title = {Scene Context-Aware Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4156-4166} }

Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution

Wenbin Xie,

Dehua Song,

Chang Xu,

Chunjing Xu,

Hui Zhang,

Yunhe Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Wenbin and Song, Dehua and Xu, Chang and Xu, Chunjing and Zhang, Hui and Wang, Yunhe}, title = {Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4308-4317} }

Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling

Tomas Vojir,

Tomáš Šipka,

Rahaf Aljundi,

Nikolay Chumerin,

Daniel Olmeda Reino,

Jiri Matas

[pdf]

[bibtex]

@InProceedings{Vojir_2021_ICCV, author = {Vojir, Tomas and \v{S}ipka, Tom\'a\v{s} and Aljundi, Rahaf and Chumerin, Nikolay and Reino, Daniel Olmeda and Matas, Jiri}, title = {Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15651-15660} }

BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search

Changlin Li,

Tao Tang,

Guangrun Wang,

Jiefeng Peng,

Bing Wang,

Xiaodan Liang,

Xiaojun Chang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Changlin and Tang, Tao and Wang, Guangrun and Peng, Jiefeng and Wang, Bing and Liang, Xiaodan and Chang, Xiaojun}, title = {BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12281-12291} }

H2O: Two Hands Manipulating Objects for First Person Interaction Recognition

Taein Kwon,

Bugra Tekin,

Jan Stühmer,

Federica Bogo,

Marc Pollefeys

[pdf] [supp]

[bibtex]

@InProceedings{Kwon_2021_ICCV, author = {Kwon, Taein and Tekin, Bugra and St\"uhmer, Jan and Bogo, Federica and Pollefeys, Marc}, title = {H2O: Two Hands Manipulating Objects for First Person Interaction Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10138-10148} }

Residual Attention: A Simple but Effective Method for Multi-Label Recognition

Ke Zhu,

Jianxin Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Ke and Wu, Jianxin}, title = {Residual Attention: A Simple but Effective Method for Multi-Label Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {184-193} }

TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets

Yaxing Wang,

Héctor Laria,

Joost van de Weijer,

Laura Lopez-Fuentes,

Bogdan Raducanu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yaxing and Laria, H\'ector and van de Weijer, Joost and Lopez-Fuentes, Laura and Raducanu, Bogdan}, title = {TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14010-14019} }

On Generating Transferable Targeted Perturbations

Muzammal Naseer,

Salman Khan,

Munawar Hayat,

Fahad Shahbaz Khan,

Fatih Porikli

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Naseer_2021_ICCV, author = {Naseer, Muzammal and Khan, Salman and Hayat, Munawar and Khan, Fahad Shahbaz and Porikli, Fatih}, title = {On Generating Transferable Targeted Perturbations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7708-7717} }

SynFace: Face Recognition With Synthetic Data

Haibo Qiu,

Baosheng Yu,

Dihong Gong,

Zhifeng Li,

Wei Liu,

Dacheng Tao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Qiu_2021_ICCV, author = {Qiu, Haibo and Yu, Baosheng and Gong, Dihong and Li, Zhifeng and Liu, Wei and Tao, Dacheng}, title = {SynFace: Face Recognition With Synthetic Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10880-10890} }

Camera Distortion-Aware 3D Human Pose Estimation in Video With Optimization-Based Meta-Learning

Hanbyel Cho,

Yooshin Cho,

Jaemyung Yu,

Junmo Kim

[pdf] [supp]

[bibtex]

@InProceedings{Cho_2021_ICCV, author = {Cho, Hanbyel and Cho, Yooshin and Yu, Jaemyung and Kim, Junmo}, title = {Camera Distortion-Aware 3D Human Pose Estimation in Video With Optimization-Based Meta-Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11169-11178} }

KiloNeRF: Speeding Up Neural Radiance Fields With Thousands of Tiny MLPs

Christian Reiser,

Songyou Peng,

Yiyi Liao,

Andreas Geiger

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Reiser_2021_ICCV, author = {Reiser, Christian and Peng, Songyou and Liao, Yiyi and Geiger, Andreas}, title = {KiloNeRF: Speeding Up Neural Radiance Fields With Thousands of Tiny MLPs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14335-14345} }

Do Image Classifiers Generalize Across Time?

Vaishaal Shankar,

Achal Dave,

Rebecca Roelofs,

Deva Ramanan,

Benjamin Recht,

Ludwig Schmidt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shankar_2021_ICCV, author = {Shankar, Vaishaal and Dave, Achal and Roelofs, Rebecca and Ramanan, Deva and Recht, Benjamin and Schmidt, Ludwig}, title = {Do Image Classifiers Generalize Across Time?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9661-9669} }

Refining Action Segmentation With Hierarchical Video Representations

Hyemin Ahn,

Dongheui Lee

[pdf] [supp]

[bibtex]

@InProceedings{Ahn_2021_ICCV, author = {Ahn, Hyemin and Lee, Dongheui}, title = {Refining Action Segmentation With Hierarchical Video Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16302-16310} }

Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing

Piaopiao Yu,

Jie Guo,

Fan Huang,

Cheng Zhou,

Hongwei Che,

Xiao Ling,

Yanwen Guo

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Piaopiao and Guo, Jie and Huang, Fan and Zhou, Cheng and Che, Hongwei and Ling, Xiao and Guo, Yanwen}, title = {Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15313-15322} }

InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images

Anoop Cherian,

Gonçalo Dias Pais,

Siddarth Jain,

Tim K. Marks,

Alan Sullivan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cherian_2021_ICCV, author = {Cherian, Anoop and Pais, Gon\c{c}alo Dias and Jain, Siddarth and Marks, Tim K. and Sullivan, Alan}, title = {InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10023-10032} }

High-Performance Discriminative Tracking With Transformers

Bin Yu,

Ming Tang,

Linyu Zheng,

Guibo Zhu,

Jinqiao Wang,

Hao Feng,

Xuetao Feng,

Hanqing Lu

[pdf] [supp]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Bin and Tang, Ming and Zheng, Linyu and Zhu, Guibo and Wang, Jinqiao and Feng, Hao and Feng, Xuetao and Lu, Hanqing}, title = {High-Performance Discriminative Tracking With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9856-9865} }

GraphFPN: Graph Feature Pyramid Network for Object Detection

Gangming Zhao,

Weifeng Ge,

Yizhou Yu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Gangming and Ge, Weifeng and Yu, Yizhou}, title = {GraphFPN: Graph Feature Pyramid Network for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2763-2772} }

Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning

Adrian Spurr,

Aneesh Dahiya,

Xi Wang,

Xucong Zhang,

Otmar Hilliges

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Spurr_2021_ICCV, author = {Spurr, Adrian and Dahiya, Aneesh and Wang, Xi and Zhang, Xucong and Hilliges, Otmar}, title = {Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11230-11239} }

NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras

Lin Zhu,

Jianing Li,

Xiao Wang,

Tiejun Huang,

Yonghong Tian

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Lin and Li, Jianing and Wang, Xiao and Huang, Tiejun and Tian, Yonghong}, title = {NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2400-2409} }

Admix: Enhancing the Transferability of Adversarial Attacks

Xiaosen Wang,

Xuanran He,

Jingdong Wang,

Kun He

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xiaosen and He, Xuanran and Wang, Jingdong and He, Kun}, title = {Admix: Enhancing the Transferability of Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16158-16167} }

ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning

Sangho Lee,

Jiwan Chung,

Youngjae Yu,

Gunhee Kim,

Thomas Breuel,

Gal Chechik,

Yale Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Sangho and Chung, Jiwan and Yu, Youngjae and Kim, Gunhee and Breuel, Thomas and Chechik, Gal and Song, Yale}, title = {ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10274-10284} }

Local Temperature Scaling for Probability Calibration

Zhipeng Ding,

Xu Han,

Peirong Liu,

Marc Niethammer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Zhipeng and Han, Xu and Liu, Peirong and Niethammer, Marc}, title = {Local Temperature Scaling for Probability Calibration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6889-6899} }

RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation

Jianyun Xu,

Ruixiang Zhang,

Jian Dou,

Yushi Zhu,

Jie Sun,

Shiliang Pu

[pdf] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jianyun and Zhang, Ruixiang and Dou, Jian and Zhu, Yushi and Sun, Jie and Pu, Shiliang}, title = {RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16024-16033} }

WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space

Christos Tzelepis,

Georgios Tzimiropoulos,

Ioannis Patras

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tzelepis_2021_ICCV, author = {Tzelepis, Christos and Tzimiropoulos, Georgios and Patras, Ioannis}, title = {WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6393-6402} }

CodeNeRF: Disentangled Neural Radiance Fields for Object Categories

Wonbong Jang,

Lourdes Agapito

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jang_2021_ICCV, author = {Jang, Wonbong and Agapito, Lourdes}, title = {CodeNeRF: Disentangled Neural Radiance Fields for Object Categories}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12949-12958} }

Infinite Nature: Perpetual View Generation of Natural Scenes From a Single Image

Andrew Liu,

Richard Tucker,

Varun Jampani,

Ameesh Makadia,

Noah Snavely,

Angjoo Kanazawa

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Andrew and Tucker, Richard and Jampani, Varun and Makadia, Ameesh and Snavely, Noah and Kanazawa, Angjoo}, title = {Infinite Nature: Perpetual View Generation of Natural Scenes From a Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14458-14467} }

Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

Hila Chefer,

Shir Gur,

Lior Wolf

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chefer_2021_ICCV, author = {Chefer, Hila and Gur, Shir and Wolf, Lior}, title = {Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {397-406} }

Real-Time Image Enhancer via Learnable Spatial-Aware 3D Lookup Tables

Tao Wang,

Yong Li,

Jingyang Peng,

Yipeng Ma,

Xian Wang,

Fenglong Song,

Youliang Yan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tao and Li, Yong and Peng, Jingyang and Ma, Yipeng and Wang, Xian and Song, Fenglong and Yan, Youliang}, title = {Real-Time Image Enhancer via Learnable Spatial-Aware 3D Lookup Tables}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2471-2480} }

STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement

Zhaoyang Zhang,

Yitong Jiang,

Jun Jiang,

Xiaogang Wang,

Ping Luo,

Jinwei Gu

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zhaoyang and Jiang, Yitong and Jiang, Jun and Wang, Xiaogang and Luo, Ping and Gu, Jinwei}, title = {STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4106-4115} }

Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation

Zhenbo Xu,

Ajin Meng,

Zhenbo Shi,

Wei Yang,

Zhi Chen,

Liusheng Huang

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Zhenbo and Meng, Ajin and Shi, Zhenbo and Yang, Wei and Chen, Zhi and Huang, Liusheng}, title = {Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15323-15332} }

Hand-Object Contact Consistency Reasoning for Human Grasps Generation

Hanwen Jiang,

Shaowei Liu,

Jiashun Wang,

Xiaolong Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Hanwen and Liu, Shaowei and Wang, Jiashun and Wang, Xiaolong}, title = {Hand-Object Contact Consistency Reasoning for Human Grasps Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11107-11116} }

FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template Poses

Chieh-Yun Chen,

Ling Lo,

Pin-Jui Huang,

Hong-Han Shuai,

Wen-Huang Cheng

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Chieh-Yun and Lo, Ling and Huang, Pin-Jui and Shuai, Hong-Han and Cheng, Wen-Huang}, title = {FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template Poses}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13809-13818} }

Reconcile Prediction Consistency for Balanced Object Detection

Keyang Wang,

Lei Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Keyang and Zhang, Lei}, title = {Reconcile Prediction Consistency for Balanced Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3631-3640} }

Confidence Calibration for Domain Generalization Under Covariate Shift

Yunye Gong,

Xiao Lin,

Yi Yao,

Thomas G. Dietterich,

Ajay Divakaran,

Melinda Gervasio

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Yunye and Lin, Xiao and Yao, Yi and Dietterich, Thomas G. and Divakaran, Ajay and Gervasio, Melinda}, title = {Confidence Calibration for Domain Generalization Under Covariate Shift}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8958-8967} }

Self-Supervised Video Representation Learning With Meta-Contrastive Network

Yuanze Lin,

Xun Guo,

Yan Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Yuanze and Guo, Xun and Lu, Yan}, title = {Self-Supervised Video Representation Learning With Meta-Contrastive Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8239-8249} }

A Confidence-Based Iterative Solver of Depths and Surface Normals for Deep Multi-View Stereo

Wang Zhao,

Shaohui Liu,

Yi Wei,

Hengkai Guo,

Yong-Jin Liu

[pdf] [supp]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Wang and Liu, Shaohui and Wei, Yi and Guo, Hengkai and Liu, Yong-Jin}, title = {A Confidence-Based Iterative Solver of Depths and Surface Normals for Deep Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6168-6177} }

Unsupervised Depth Completion With Calibrated Backprojection Layers

Alex Wong,

Stefano Soatto

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wong_2021_ICCV, author = {Wong, Alex and Soatto, Stefano}, title = {Unsupervised Depth Completion With Calibrated Backprojection Layers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12747-12756} }

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval

Max Bain,

Arsha Nagrani,

Gül Varol,

Andrew Zisserman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bain_2021_ICCV, author = {Bain, Max and Nagrani, Arsha and Varol, G\"ul and Zisserman, Andrew}, title = {Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1728-1738} }

LIRA: Learnable, Imperceptible and Robust Backdoor Attacks

Khoa Doan,

Yingjie Lao,

Weijie Zhao,

Ping Li

[pdf] [supp]

[bibtex]

@InProceedings{Doan_2021_ICCV, author = {Doan, Khoa and Lao, Yingjie and Zhao, Weijie and Li, Ping}, title = {LIRA: Learnable, Imperceptible and Robust Backdoor Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11966-11976} }

DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes

Dongki Jung,

Jaehoon Choi,

Yonghan Lee,

Deokhwa Kim,

Changick Kim,

Dinesh Manocha,

Donghwan Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jung_2021_ICCV, author = {Jung, Dongki and Choi, Jaehoon and Lee, Yonghan and Kim, Deokhwa and Kim, Changick and Manocha, Dinesh and Lee, Donghwan}, title = {DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12797-12807} }

Click To Move: Controlling Video Generation With Sparse Motion

Pierfrancesco Ardino,

Marco De Nadai,

Bruno Lepri,

Elisa Ricci,

Stéphane Lathuilière

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ardino_2021_ICCV, author = {Ardino, Pierfrancesco and De Nadai, Marco and Lepri, Bruno and Ricci, Elisa and Lathuili\`ere, St\'ephane}, title = {Click To Move: Controlling Video Generation With Sparse Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14749-14758} }

Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization

Weihan Chen,

Peisong Wang,

Jian Cheng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Weihan and Wang, Peisong and Cheng, Jian}, title = {Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5350-5359} }

Dual-Camera Super-Resolution With Aligned Attention Modules

Tengfei Wang,

Jiaxin Xie,

Wenxiu Sun,

Qiong Yan,

Qifeng Chen

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Tengfei and Xie, Jiaxin and Sun, Wenxiu and Yan, Qiong and Chen, Qifeng}, title = {Dual-Camera Super-Resolution With Aligned Attention Modules}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2001-2010} }

NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models

Hang Xu,

Ning Kang,

Gengwei Zhang,

Chuanlong Xie,

Xiaodan Liang,

Zhenguo Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Hang and Kang, Ning and Zhang, Gengwei and Xie, Chuanlong and Liang, Xiaodan and Li, Zhenguo}, title = {NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5097-5106} }

RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection

Yongming Rao,

Benlin Liu,

Yi Wei,

Jiwen Lu,

Cho-Jui Hsieh,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rao_2021_ICCV, author = {Rao, Yongming and Liu, Benlin and Wei, Yi and Lu, Jiwen and Hsieh, Cho-Jui and Zhou, Jie}, title = {RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3283-3292} }

From Continuity to Editability: Inverting GANs With Consecutive Images

Yangyang Xu,

Yong Du,

Wenpeng Xiao,

Xuemiao Xu,

Shengfeng He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Yangyang and Du, Yong and Xiao, Wenpeng and Xu, Xuemiao and He, Shengfeng}, title = {From Continuity to Editability: Inverting GANs With Consecutive Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13910-13918} }

GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning

Haipeng Li,

Kunming Luo,

Shuaicheng Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Haipeng and Luo, Kunming and Liu, Shuaicheng}, title = {GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12869-12878} }

Towards Discovery and Attribution of Open-World GAN Generated Images

Sharath Girish,

Saksham Suri,

Sai Saketh Rambhatla,

Abhinav Shrivastava

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Girish_2021_ICCV, author = {Girish, Sharath and Suri, Saksham and Rambhatla, Sai Saketh and Shrivastava, Abhinav}, title = {Towards Discovery and Attribution of Open-World GAN Generated Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14094-14103} }

Vector Neurons: A General Framework for SO(3)-Equivariant Networks

Congyue Deng,

Or Litany,

Yueqi Duan,

Adrien Poulenard,

Andrea Tagliasacchi,

Leonidas J. Guibas

[pdf] [supp]

[bibtex]

@InProceedings{Deng_2021_ICCV, author = {Deng, Congyue and Litany, Or and Duan, Yueqi and Poulenard, Adrien and Tagliasacchi, Andrea and Guibas, Leonidas J.}, title = {Vector Neurons: A General Framework for SO(3)-Equivariant Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12200-12209} }

Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks

Haowen Lin,

Jian Lou,

Li Xiong,

Cyrus Shahabi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Haowen and Lou, Jian and Xiong, Li and Shahabi, Cyrus}, title = {Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7828-7837} }

Video-Based Person Re-Identification With Spatial and Temporal Memory Networks

Chanho Eom,

Geon Lee,

Junghyup Lee,

Bumsub Ham

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Eom_2021_ICCV, author = {Eom, Chanho and Lee, Geon and Lee, Junghyup and Ham, Bumsub}, title = {Video-Based Person Re-Identification With Spatial and Temporal Memory Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12036-12045} }

Conformer: Local Features Coupling Global Representations for Visual Recognition

Zhiliang Peng,

Wei Huang,

Shanzhi Gu,

Lingxi Xie,

Yaowei Wang,

Jianbin Jiao,

Qixiang Ye

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Zhiliang and Huang, Wei and Gu, Shanzhi and Xie, Lingxi and Wang, Yaowei and Jiao, Jianbin and Ye, Qixiang}, title = {Conformer: Local Features Coupling Global Representations for Visual Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {367-376} }

Lightweight Multi-Person Total Motion Capture Using Sparse Multi-View Cameras

Yuxiang Zhang,

Zhe Li,

Liang An,

Mengcheng Li,

Tao Yu,

Yebin Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yuxiang and Li, Zhe and An, Liang and Li, Mengcheng and Yu, Tao and Liu, Yebin}, title = {Lightweight Multi-Person Total Motion Capture Using Sparse Multi-View Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5560-5569} }

AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning

Hong Wang,

Yuefan Deng,

Shinjae Yoo,

Haibin Ling,

Yuewei Lin

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Hong and Deng, Yuefan and Yoo, Shinjae and Ling, Haibin and Lin, Yuewei}, title = {AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7658-7667} }

Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation

Zhi Chen,

Xiaoqing Ye,

Wei Yang,

Zhenbo Xu,

Xiao Tan,

Zhikang Zou,

Errui Ding,

Xinming Zhang,

Liusheng Huang

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zhi and Ye, Xiaoqing and Yang, Wei and Xu, Zhenbo and Tan, Xiao and Zou, Zhikang and Ding, Errui and Zhang, Xinming and Huang, Liusheng}, title = {Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15529-15538} }

MGSampler: An Explainable Sampling Strategy for Video Action Recognition

Yuan Zhi,

Zhan Tong,

Limin Wang,

Gangshan Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhi_2021_ICCV, author = {Zhi, Yuan and Tong, Zhan and Wang, Limin and Wu, Gangshan}, title = {MGSampler: An Explainable Sampling Strategy for Video Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1513-1522} }

Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS

Hui Miao,

Feixiang Lu,

Zongdai Liu,

Liangjun Zhang,

Dinesh Manocha,

Bin Zhou

[pdf]

[bibtex]

@InProceedings{Miao_2021_ICCV, author = {Miao, Hui and Lu, Feixiang and Liu, Zongdai and Zhang, Liangjun and Manocha, Dinesh and Zhou, Bin}, title = {Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15631-15640} }

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Hao Tang,

Xingwei Liu,

Shanlin Sun,

Xiangyi Yan,

Xiaohui Xie

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Hao and Liu, Xingwei and Sun, Shanlin and Yan, Xiangyi and Xie, Xiaohui}, title = {Recurrent Mask Refinement for Few-Shot Medical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3918-3928} }

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation

Kai Li,

Chang Liu,

Handong Zhao,

Yulun Zhang,

Yun Fu

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Kai and Liu, Chang and Zhao, Handong and Zhang, Yulun and Fu, Yun}, title = {ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8578-8587} }

WaveFill: A Wavelet-Based Generation Network for Image Inpainting

Yingchen Yu,

Fangneng Zhan,

Shijian Lu,

Jianxiong Pan,

Feiying Ma,

Xuansong Xie,

Chunyan Miao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Yingchen and Zhan, Fangneng and Lu, Shijian and Pan, Jianxiong and Ma, Feiying and Xie, Xuansong and Miao, Chunyan}, title = {WaveFill: A Wavelet-Based Generation Network for Image Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14114-14123} }

Egocentric Pose Estimation From Human Vision Span

Hao Jiang,

Vamsi Krishna Ithapu

[pdf] [arXiv]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Hao and Ithapu, Vamsi Krishna}, title = {Egocentric Pose Estimation From Human Vision Span}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11006-11014} }

Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation

Hui Zhang,

Henghui Ding

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Hui and Ding, Henghui}, title = {Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6974-6983} }

GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion

Cheng Chi,

Shuran Song

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chi_2021_ICCV, author = {Chi, Cheng and Song, Shuran}, title = {GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3324-3333} }

Reliably Fast Adversarial Training via Latent Adversarial Perturbation

Geon Yeong Park,

Sang Wan Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Geon Yeong and Lee, Sang Wan}, title = {Reliably Fast Adversarial Training via Latent Adversarial Perturbation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7758-7767} }

R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina

Jay Shenoy,

James Fong,

Jeffrey Tan,

Austin Roorda,

Ren Ng

[pdf] [supp]

[bibtex]

@InProceedings{Shenoy_2021_ICCV, author = {Shenoy, Jay and Fong, James and Tan, Jeffrey and Roorda, Austin and Ng, Ren}, title = {R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4852-4861} }

Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements

Aviad Levis,

Daeyoung Lee,

Joel A. Tropp,

Charles F. Gammie,

Katherine L. Bouman

[pdf] [supp]

[bibtex]

@InProceedings{Levis_2021_ICCV, author = {Levis, Aviad and Lee, Daeyoung and Tropp, Joel A. and Gammie, Charles F. and Bouman, Katherine L.}, title = {Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2340-2349} }

Monocular, One-Stage, Regression of Multiple 3D People

Yu Sun,

Qian Bao,

Wu Liu,

Yili Fu,

Michael J. Black,

Tao Mei

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Yu and Bao, Qian and Liu, Wu and Fu, Yili and Black, Michael J. and Mei, Tao}, title = {Monocular, One-Stage, Regression of Multiple 3D People}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11179-11188} }

PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation

Qiqi Gu,

Qianyu Zhou,

Minghao Xu,

Zhengyang Feng,

Guangliang Cheng,

Xuequan Lu,

Jianping Shi,

Lizhuang Ma

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Qiqi and Zhou, Qianyu and Xu, Minghao and Feng, Zhengyang and Cheng, Guangliang and Lu, Xuequan and Shi, Jianping and Ma, Lizhuang}, title = {PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8761-8770} }

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

Corentin Dancette,

Rémi Cadène,

Damien Teney,

Matthieu Cord

[pdf] [supp]

[bibtex]

@InProceedings{Dancette_2021_ICCV, author = {Dancette, Corentin and Cad\`ene, R\'emi and Teney, Damien and Cord, Matthieu}, title = {Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1574-1583} }

H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction

Eduard Ramon,

Gil Triginer,

Janna Escur,

Albert Pumarola,

Jaime Garcia,

Xavier Giró-i-Nieto,

Francesc Moreno-Noguer

[pdf] [supp]

[bibtex]

@InProceedings{Ramon_2021_ICCV, author = {Ramon, Eduard and Triginer, Gil and Escur, Janna and Pumarola, Albert and Garcia, Jaime and Gir\'o-i-Nieto, Xavier and Moreno-Noguer, Francesc}, title = {H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5620-5629} }

Image Harmonization With Transformer

Zonghui Guo,

Dongsheng Guo,

Haiyong Zheng,

Zhaorui Gu,

Bing Zheng,

Junyu Dong

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Zonghui and Guo, Dongsheng and Zheng, Haiyong and Gu, Zhaorui and Zheng, Bing and Dong, Junyu}, title = {Image Harmonization With Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14870-14879} }

Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature

Nayoung Kim,

Seong Jong Ha,

Je-Won Kang

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Nayoung and Ha, Seong Jong and Kang, Je-Won}, title = {Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1708-1717} }

Human Pose Regression With Residual Log-Likelihood Estimation

Jiefeng Li,

Siyuan Bian,

Ailing Zeng,

Can Wang,

Bo Pang,

Wentao Liu,

Cewu Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jiefeng and Bian, Siyuan and Zeng, Ailing and Wang, Can and Pang, Bo and Liu, Wentao and Lu, Cewu}, title = {Human Pose Regression With Residual Log-Likelihood Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11025-11034} }

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis

Nikhil Singh,

Jeff Mentch,

Jerry Ng,

Matthew Beveridge,

Iddo Drori

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Singh_2021_ICCV, author = {Singh, Nikhil and Mentch, Jeff and Ng, Jerry and Beveridge, Matthew and Drori, Iddo}, title = {Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {286-295} }

Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion

Lam Huynh,

Phong Nguyen,

Jiří Matas,

Esa Rahtu,

Janne Heikkilä

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huynh_2021_ICCV, author = {Huynh, Lam and Nguyen, Phong and Matas, Ji\v{r}{\'\i} and Rahtu, Esa and Heikkil\"a, Janne}, title = {Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12767-12776} }

Spatio-Temporal Dynamic Inference Network for Group Activity Recognition

Hangjie Yuan,

Dong Ni,

Mang Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Hangjie and Ni, Dong and Wang, Mang}, title = {Spatio-Temporal Dynamic Inference Network for Group Activity Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7476-7485} }

Removing the Bias of Integral Pose Regression

Kerui Gu,

Linlin Yang,

Angela Yao

[pdf] [supp]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Kerui and Yang, Linlin and Yao, Angela}, title = {Removing the Bias of Integral Pose Regression}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11067-11076} }

High Quality Disparity Remapping With Two-Stage Warping

Bing Li,

Chia-Wen Lin,

Cheng Zheng,

Shan Liu,

Junsong Yuan,

Bernard Ghanem,

C.-C. Jay Kuo

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Bing and Lin, Chia-Wen and Zheng, Cheng and Liu, Shan and Yuan, Junsong and Ghanem, Bernard and Kuo, C.-C. Jay}, title = {High Quality Disparity Remapping With Two-Stage Warping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2269-2278} }

TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation

Samuel G. Müller,

Frank Hutter

[pdf] [supp]

[bibtex]

@InProceedings{Muller_2021_ICCV, author = {M\"uller, Samuel G. and Hutter, Frank}, title = {TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {774-782} }

Learning To Discover Reflection Symmetry via Polar Matching Convolution

Ahyun Seo,

Woohyeon Shim,

Minsu Cho

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Seo_2021_ICCV, author = {Seo, Ahyun and Shim, Woohyeon and Cho, Minsu}, title = {Learning To Discover Reflection Symmetry via Polar Matching Convolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1285-1294} }

Holistic Pose Graph: Modeling Geometric Structure Among Objects in a Scene Using Graph Inference for 3D Object Prediction

Jiwei Xiao,

Ruiping Wang,

Xilin Chen

[pdf] [supp]

[bibtex]

@InProceedings{Xiao_2021_ICCV, author = {Xiao, Jiwei and Wang, Ruiping and Chen, Xilin}, title = {Holistic Pose Graph: Modeling Geometric Structure Among Objects in a Scene Using Graph Inference for 3D Object Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12717-12726} }

Crossover Learning for Fast Online Video Instance Segmentation

Shusheng Yang,

Yuxin Fang,

Xinggang Wang,

Yu Li,

Chen Fang,

Ying Shan,

Bin Feng,

Wenyu Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Shusheng and Fang, Yuxin and Wang, Xinggang and Li, Yu and Fang, Chen and Shan, Ying and Feng, Bin and Liu, Wenyu}, title = {Crossover Learning for Fast Online Video Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8043-8052} }

3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces

Mohsen Yavartanoo,

Jaeyoung Chung,

Reyhaneh Neshatavar,

Kyoung Mu Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yavartanoo_2021_ICCV, author = {Yavartanoo, Mohsen and Chung, Jaeyoung and Neshatavar, Reyhaneh and Lee, Kyoung Mu}, title = {3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12446-12455} }

DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection

Limeng Qiao,

Yuxuan Zhao,

Zhiyuan Li,

Xi Qiu,

Jianan Wu,

Chi Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Qiao_2021_ICCV, author = {Qiao, Limeng and Zhao, Yuxuan and Li, Zhiyuan and Qiu, Xi and Wu, Jianan and Zhang, Chi}, title = {DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8681-8690} }

Multiview Pseudo-Labeling for Semi-Supervised Learning From Video

Bo Xiong,

Haoqi Fan,

Kristen Grauman,

Christoph Feichtenhofer

[pdf] [arXiv]

[bibtex]

@InProceedings{Xiong_2021_ICCV, author = {Xiong, Bo and Fan, Haoqi and Grauman, Kristen and Feichtenhofer, Christoph}, title = {Multiview Pseudo-Labeling for Semi-Supervised Learning From Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7209-7219} }

SketchLattice: Latticed Representation for Sketch Manipulation

Yonggang Qi,

Guoyao Su,

Pinaki Nath Chowdhury,

Mingkang Li,

Yi-Zhe Song

[pdf] [arXiv]

[bibtex]

@InProceedings{Qi_2021_ICCV, author = {Qi, Yonggang and Su, Guoyao and Chowdhury, Pinaki Nath and Li, Mingkang and Song, Yi-Zhe}, title = {SketchLattice: Latticed Representation for Sketch Manipulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {953-961} }

Aligning Latent and Image Spaces To Connect the Unconnectable

Ivan Skorokhodov,

Grigorii Sotnikov,

Mohamed Elhoseiny

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Skorokhodov_2021_ICCV, author = {Skorokhodov, Ivan and Sotnikov, Grigorii and Elhoseiny, Mohamed}, title = {Aligning Latent and Image Spaces To Connect the Unconnectable}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14144-14153} }

End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation

Byeong-Ju Han,

Kuhyeun Ko,

Jae-Young Sim

[pdf]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Byeong-Ju and Ko, Kuhyeun and Sim, Jae-Young}, title = {End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {925-933} }

HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton

Wencan Cheng,

Jae Hyun Park,

Jong Hwan Ko

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Wencan and Park, Jae Hyun and Ko, Jong Hwan}, title = {HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11260-11269} }

Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval

Hui Wu,

Min Wang,

Wengang Zhou,

Houqiang Li

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Hui and Wang, Min and Zhou, Wengang and Li, Houqiang}, title = {Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11416-11425} }

Polarimetric Helmholtz Stereopsis

Yuqi Ding,

Yu Ji,

Mingyuan Zhou,

Sing Bing Kang,

Jinwei Ye

[pdf] [supp]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Yuqi and Ji, Yu and Zhou, Mingyuan and Kang, Sing Bing and Ye, Jinwei}, title = {Polarimetric Helmholtz Stereopsis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5037-5046} }

Motion Prediction Using Trajectory Cues

Zhenguang Liu,

Pengxiang Su,

Shuang Wu,

Xuanjing Shen,

Haipeng Chen,

Yanbin Hao,

Meng Wang

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zhenguang and Su, Pengxiang and Wu, Shuang and Shen, Xuanjing and Chen, Haipeng and Hao, Yanbin and Wang, Meng}, title = {Motion Prediction Using Trajectory Cues}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13299-13308} }

Generalized Source-Free Domain Adaptation

Shiqi Yang,

Yaxing Wang,

Joost van de Weijer,

Luis Herranz,

Shangling Jui

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Shiqi and Wang, Yaxing and van de Weijer, Joost and Herranz, Luis and Jui, Shangling}, title = {Generalized Source-Free Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8978-8987} }

DisUnknown: Distilling Unknown Factors for Disentanglement Learning

Sitao Xiang,

Yuming Gu,

Pengda Xiang,

Menglei Chai,

Hao Li,

Yajie Zhao,

Mingming He

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xiang_2021_ICCV, author = {Xiang, Sitao and Gu, Yuming and Xiang, Pengda and Chai, Menglei and Li, Hao and Zhao, Yajie and He, Mingming}, title = {DisUnknown: Distilling Unknown Factors for Disentanglement Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14810-14819} }

Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images

Kyungsu Lee,

Haeyun Lee,

Jae Youn Hwang

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Kyungsu and Lee, Haeyun and Hwang, Jae Youn}, title = {Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7068-7077} }

3D Building Reconstruction From Monocular Remote Sensing Images

Weijia Li,

Lingxuan Meng,

Jinwang Wang,

Conghui He,

Gui-Song Xia,

Dahua Lin

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Weijia and Meng, Lingxuan and Wang, Jinwang and He, Conghui and Xia, Gui-Song and Lin, Dahua}, title = {3D Building Reconstruction From Monocular Remote Sensing Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12548-12557} }

Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring

Senyou Deng,

Wenqi Ren,

Yanyang Yan,

Tao Wang,

Fenglong Song,

Xiaochun Cao

[pdf]

[bibtex]

@InProceedings{Deng_2021_ICCV, author = {Deng, Senyou and Ren, Wenqi and Yan, Yanyang and Wang, Tao and Song, Fenglong and Cao, Xiaochun}, title = {Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14030-14039} }

Baking Neural Radiance Fields for Real-Time View Synthesis

Peter Hedman,

Pratul P. Srinivasan,

Ben Mildenhall,

Jonathan T. Barron,

Paul Debevec

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hedman_2021_ICCV, author = {Hedman, Peter and Srinivasan, Pratul P. and Mildenhall, Ben and Barron, Jonathan T. and Debevec, Paul}, title = {Baking Neural Radiance Fields for Real-Time View Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5875-5884} }

Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection

Siyuan Liang,

Baoyuan Wu,

Yanbo Fan,

Xingxing Wei,

Xiaochun Cao

[pdf] [supp]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Siyuan and Wu, Baoyuan and Fan, Yanbo and Wei, Xingxing and Cao, Xiaochun}, title = {Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7697-7707} }

ALADIN: All Layer Adaptive Instance Normalization for Fine-Grained Style Similarity

Dan Ruta,

Saeid Motiian,

Baldo Faieta,

Zhe Lin,

Hailin Jin,

Alex Filipkowski,

Andrew Gilbert,

John Collomosse

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ruta_2021_ICCV, author = {Ruta, Dan and Motiian, Saeid and Faieta, Baldo and Lin, Zhe and Jin, Hailin and Filipkowski, Alex and Gilbert, Andrew and Collomosse, John}, title = {ALADIN: All Layer Adaptive Instance Normalization for Fine-Grained Style Similarity}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11926-11935} }

Visio-Temporal Attention for Multi-Camera Multi-Target Association

Yu-Jhe Li,

Xinshuo Weng,

Yan Xu,

Kris M. Kitani

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yu-Jhe and Weng, Xinshuo and Xu, Yan and Kitani, Kris M.}, title = {Visio-Temporal Attention for Multi-Camera Multi-Target Association}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9834-9844} }

A Light Stage on Every Desk

Soumyadip Sengupta,

Brian Curless,

Ira Kemelmacher-Shlizerman,

Steven M. Seitz

[pdf]

[bibtex]

@InProceedings{Sengupta_2021_ICCV, author = {Sengupta, Soumyadip and Curless, Brian and Kemelmacher-Shlizerman, Ira and Seitz, Steven M.}, title = {A Light Stage on Every Desk}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2420-2429} }

Multi-Level Curriculum for Training a Distortion-Aware Barrel Distortion Rectification Model

Kang Liao,

Chunyu Lin,

Lixin Liao,

Yao Zhao,

Weiyao Lin

[pdf] [supp]

[bibtex]

@InProceedings{Liao_2021_ICCV, author = {Liao, Kang and Lin, Chunyu and Liao, Lixin and Zhao, Yao and Lin, Weiyao}, title = {Multi-Level Curriculum for Training a Distortion-Aware Barrel Distortion Rectification Model}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4389-4398} }

DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation

Mohammad Mahdi Johari,

Camilla Carta,

François Fleuret

[pdf] [supp]

[bibtex]

@InProceedings{Johari_2021_ICCV, author = {Johari, Mohammad Mahdi and Carta, Camilla and Fleuret, Fran\c{c}ois}, title = {DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6039-6048} }

GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition

Xuan Son Nguyen

[pdf] [supp]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Xuan Son}, title = {GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13379-13389} }

Learning Dynamic Interpolation for Extremely Sparse Light Fields With Wide Baselines

Mantang Guo,

Jing Jin,

Hui Liu,

Junhui Hou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Mantang and Jin, Jing and Liu, Hui and Hou, Junhui}, title = {Learning Dynamic Interpolation for Extremely Sparse Light Fields With Wide Baselines}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2450-2459} }

Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning

Zhuoran Zheng,

Wenqi Ren,

Xiaochun Cao,

Tao Wang,

Xiuyi Jia

[pdf]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Zhuoran and Ren, Wenqi and Cao, Xiaochun and Wang, Tao and Jia, Xiuyi}, title = {Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4449-4458} }

Visual Relationship Detection Using Part-and-Sum Transformers With Composite Queries

Qi Dong,

Zhuowen Tu,

Haofu Liao,

Yuting Zhang,

Vijay Mahadevan,

Stefano Soatto

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dong_2021_ICCV, author = {Dong, Qi and Tu, Zhuowen and Liao, Haofu and Zhang, Yuting and Mahadevan, Vijay and Soatto, Stefano}, title = {Visual Relationship Detection Using Part-and-Sum Transformers With Composite Queries}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3550-3559} }

SLAMP: Stochastic Latent Appearance and Motion Prediction

Adil Kaan Akan,

Erkut Erdem,

Aykut Erdem,

Fatma Güney

[pdf] [arXiv]

[bibtex]

@InProceedings{Akan_2021_ICCV, author = {Akan, Adil Kaan and Erdem, Erkut and Erdem, Aykut and G\"uney, Fatma}, title = {SLAMP: Stochastic Latent Appearance and Motion Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14728-14737} }

Learning To Diversify for Single Domain Generalization

Zijian Wang,

Yadan Luo,

Ruihong Qiu,

Zi Huang,

Mahsa Baktashmotlagh

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zijian and Luo, Yadan and Qiu, Ruihong and Huang, Zi and Baktashmotlagh, Mahsa}, title = {Learning To Diversify for Single Domain Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {834-843} }

CPF: Learning a Contact Potential Field To Model the Hand-Object Interaction

Lixin Yang,

Xinyu Zhan,

Kailin Li,

Wenqiang Xu,

Jiefeng Li,

Cewu Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Lixin and Zhan, Xinyu and Li, Kailin and Xu, Wenqiang and Li, Jiefeng and Lu, Cewu}, title = {CPF: Learning a Contact Potential Field To Model the Hand-Object Interaction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11097-11106} }

Sensor-Guided Optical Flow

Matteo Poggi,

Filippo Aleotti,

Stefano Mattoccia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Poggi_2021_ICCV, author = {Poggi, Matteo and Aleotti, Filippo and Mattoccia, Stefano}, title = {Sensor-Guided Optical Flow}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7908-7918} }

Wasserstein Coupled Graph Learning for Cross-Modal Retrieval

Yun Wang,

Tong Zhang,

Xueya Zhang,

Zhen Cui,

Yuge Huang,

Pengcheng Shen,

Shaoxin Li,

Jian Yang

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yun and Zhang, Tong and Zhang, Xueya and Cui, Zhen and Huang, Yuge and Shen, Pengcheng and Li, Shaoxin and Yang, Jian}, title = {Wasserstein Coupled Graph Learning for Cross-Modal Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1813-1822} }

ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment

Yangyu Huang,

Hao Yang,

Chong Li,

Jongyoo Kim,

Fangyun Wei

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Yangyu and Yang, Hao and Li, Chong and Kim, Jongyoo and Wei, Fangyun}, title = {ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3080-3090} }

Pixel-Perfect Structure-From-Motion With Featuremetric Refinement

Philipp Lindenberger,

Paul-Edouard Sarlin,

Viktor Larsson,

Marc Pollefeys

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lindenberger_2021_ICCV, author = {Lindenberger, Philipp and Sarlin, Paul-Edouard and Larsson, Viktor and Pollefeys, Marc}, title = {Pixel-Perfect Structure-From-Motion With Featuremetric Refinement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5987-5997} }

BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation

Eungyeup Kim,

Jihyeon Lee,

Jaegul Choo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Eungyeup and Lee, Jihyeon and Choo, Jaegul}, title = {BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14992-15001} }

GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition

Bo Liu,

Haoxiang Li,

Hao Kang,

Gang Hua,

Nuno Vasconcelos

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Bo and Li, Haoxiang and Kang, Hao and Hua, Gang and Vasconcelos, Nuno}, title = {GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8209-8218} }

Distance-Aware Quantization

Dohyung Kim,

Junghyup Lee,

Bumsub Ham

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Dohyung and Lee, Junghyup and Ham, Bumsub}, title = {Distance-Aware Quantization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5271-5280} }

Shape-Biased Domain Generalization via Shock Graph Embeddings

Maruthi Narayanan,

Vickram Rajendran,

Benjamin Kimia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Narayanan_2021_ICCV, author = {Narayanan, Maruthi and Rajendran, Vickram and Kimia, Benjamin}, title = {Shape-Biased Domain Generalization via Shock Graph Embeddings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1315-1325} }

PixelSynth: Generating a 3D-Consistent Experience From a Single Image

Chris Rockwell,

David F. Fouhey,

Justin Johnson

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rockwell_2021_ICCV, author = {Rockwell, Chris and Fouhey, David F. and Johnson, Justin}, title = {PixelSynth: Generating a 3D-Consistent Experience From a Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14104-14113} }

Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video

Edgar Tretschk,

Ayush Tewari,

Vladislav Golyanik,

Michael Zollhöfer,

Christoph Lassner,

Christian Theobalt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tretschk_2021_ICCV, author = {Tretschk, Edgar and Tewari, Ayush and Golyanik, Vladislav and Zollh\"ofer, Michael and Lassner, Christoph and Theobalt, Christian}, title = {Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12959-12970} }

Learning To Cut by Watching Movies

Alejandro Pardo,

Fabian Caba,

Juan Léon Alcázar,

Ali K. Thabet,

Bernard Ghanem

[pdf] [supp]

[bibtex]

@InProceedings{Pardo_2021_ICCV, author = {Pardo, Alejandro and Caba, Fabian and Alc\'azar, Juan L\'eon and Thabet, Ali K. and Ghanem, Bernard}, title = {Learning To Cut by Watching Movies}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6858-6868} }

Sketch2Mesh: Reconstructing and Editing 3D Shapes From Sketches

Benoit Guillard,

Edoardo Remelli,

Pierre Yvernay,

Pascal Fua

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guillard_2021_ICCV, author = {Guillard, Benoit and Remelli, Edoardo and Yvernay, Pierre and Fua, Pascal}, title = {Sketch2Mesh: Reconstructing and Editing 3D Shapes From Sketches}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13023-13032} }

Generic Event Boundary Detection: A Benchmark for Event Segmentation

Mike Zheng Shou,

Stan Weixian Lei,

Weiyao Wang,

Deepti Ghadiyaram,

Matt Feiszli

[pdf] [arXiv]

[bibtex]

@InProceedings{Shou_2021_ICCV, author = {Shou, Mike Zheng and Lei, Stan Weixian and Wang, Weiyao and Ghadiyaram, Deepti and Feiszli, Matt}, title = {Generic Event Boundary Detection: A Benchmark for Event Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8075-8084} }

How Shift Equivariance Impacts Metric Learning for Instance Segmentation

Josef Lorenz Rumberger,

Xiaoyan Yu,

Peter Hirsch,

Melanie Dohmen,

Vanessa Emanuela Guarino,

Ashkan Mokarian,

Lisa Mais,

Jan Funke,

Dagmar Kainmüller

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rumberger_2021_ICCV, author = {Rumberger, Josef Lorenz and Yu, Xiaoyan and Hirsch, Peter and Dohmen, Melanie and Guarino, Vanessa Emanuela and Mokarian, Ashkan and Mais, Lisa and Funke, Jan and Kainm\"uller, Dagmar}, title = {How Shift Equivariance Impacts Metric Learning for Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7128-7136} }

Calibrated Adversarial Refinement for Stochastic Semantic Segmentation

Elias Kassapis,

Georgi Dikov,

Deepak K. Gupta,

Cedric Nugteren

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kassapis_2021_ICCV, author = {Kassapis, Elias and Dikov, Georgi and Gupta, Deepak K. and Nugteren, Cedric}, title = {Calibrated Adversarial Refinement for Stochastic Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7057-7067} }

Self-Supervised Visual Representations Learning by Contrastive Mask Prediction

Yucheng Zhao,

Guangting Wang,

Chong Luo,

Wenjun Zeng,

Zheng-Jun Zha

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Yucheng and Wang, Guangting and Luo, Chong and Zeng, Wenjun and Zha, Zheng-Jun}, title = {Self-Supervised Visual Representations Learning by Contrastive Mask Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10160-10169} }

Personalized Image Semantic Segmentation

Yu Zhang,

Chang-Bin Zhang,

Peng-Tao Jiang,

Ming-Ming Cheng,

Feng Mao

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yu and Zhang, Chang-Bin and Jiang, Peng-Tao and Cheng, Ming-Ming and Mao, Feng}, title = {Personalized Image Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10549-10559} }

Fooling LiDAR Perception via Adversarial Trajectory Perturbation

Yiming Li,

Congcong Wen,

Felix Juefei-Xu,

Chen Feng

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yiming and Wen, Congcong and Juefei-Xu, Felix and Feng, Chen}, title = {Fooling LiDAR Perception via Adversarial Trajectory Perturbation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7898-7907} }

Extreme Structure From Motion for Indoor Panoramas Without Visual Overlaps

Mohammad Amin Shabani,

Weilian Song,

Makoto Odamaki,

Hirochika Fujiki,

Yasutaka Furukawa

[pdf] [supp]

[bibtex]

@InProceedings{Shabani_2021_ICCV, author = {Shabani, Mohammad Amin and Song, Weilian and Odamaki, Makoto and Fujiki, Hirochika and Furukawa, Yasutaka}, title = {Extreme Structure From Motion for Indoor Panoramas Without Visual Overlaps}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5703-5711} }

Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection

Miao Zhang,

Jie Liu,

Yifei Wang,

Yongri Piao,

Shunyu Yao,

Wei Ji,

Jingjing Li,

Huchuan Lu,

Zhongxuan Luo

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Miao and Liu, Jie and Wang, Yifei and Piao, Yongri and Yao, Shunyu and Ji, Wei and Li, Jingjing and Lu, Huchuan and Luo, Zhongxuan}, title = {Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1553-1563} }

Boosting the Generalization Capability in Cross-Domain Few-Shot Learning via Noise-Enhanced Supervised Autoencoder

Hanwen Liang,

Qiong Zhang,

Peng Dai,

Juwei Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Hanwen and Zhang, Qiong and Dai, Peng and Lu, Juwei}, title = {Boosting the Generalization Capability in Cross-Domain Few-Shot Learning via Noise-Enhanced Supervised Autoencoder}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9424-9434} }

Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone

Erroll Wood,

Tadas Baltrušaitis,

Charlie Hewitt,

Sebastian Dziadzio,

Thomas J. Cashman,

Jamie Shotton

[pdf] [supp]

[bibtex]

@InProceedings{Wood_2021_ICCV, author = {Wood, Erroll and Baltru\v{s}aitis, Tadas and Hewitt, Charlie and Dziadzio, Sebastian and Cashman, Thomas J. and Shotton, Jamie}, title = {Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3681-3691} }

StereOBJ-1M: Large-Scale Stereo Image Dataset for 6D Object Pose Estimation

Xingyu Liu,

Shun Iwase,

Kris M. Kitani

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Xingyu and Iwase, Shun and Kitani, Kris M.}, title = {StereOBJ-1M: Large-Scale Stereo Image Dataset for 6D Object Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10870-10879} }

Predictive Feature Learning for Future Segmentation Prediction

Zihang Lin,

Jiangxin Sun,

Jian-Fang Hu,

Qizhi Yu,

Jian-Huang Lai,

Wei-Shi Zheng

[pdf] [supp]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Zihang and Sun, Jiangxin and Hu, Jian-Fang and Yu, Qizhi and Lai, Jian-Huang and Zheng, Wei-Shi}, title = {Predictive Feature Learning for Future Segmentation Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7365-7374} }

PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning

Yang Tang,

Wangding Zeng,

Dafei Zhao,

Honggang Zhang

[pdf] [supp]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Yang and Zeng, Wangding and Zhao, Dafei and Zhang, Honggang}, title = {PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12899-12908} }

NPMs: Neural Parametric Models for 3D Deformable Shapes

Pablo Palafox,

Aljaž Božič,

Justus Thies,

Matthias Nießner,

Angela Dai

[pdf] [supp]

[bibtex]

@InProceedings{Palafox_2021_ICCV, author = {Palafox, Pablo and Bo\v{z}i\v{c}, Alja\v{z} and Thies, Justus and Nie{\ss}ner, Matthias and Dai, Angela}, title = {NPMs: Neural Parametric Models for 3D Deformable Shapes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12695-12705} }

Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks

Alireza Naghizadeh,

Hongye Xu,

Mohab Mohamed,

Dimitris N. Metaxas,

Dongfang Liu

[pdf] [supp]

[bibtex]

@InProceedings{Naghizadeh_2021_ICCV, author = {Naghizadeh, Alireza and Xu, Hongye and Mohamed, Mohab and Metaxas, Dimitris N. and Liu, Dongfang}, title = {Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3952-3961} }

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-View Stereo

Yi Wei,

Shaohui Liu,

Yongming Rao,

Wang Zhao,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wei_2021_ICCV, author = {Wei, Yi and Liu, Shaohui and Rao, Yongming and Zhao, Wang and Lu, Jiwen and Zhou, Jie}, title = {NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5610-5619} }

When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes

Philipp Bomatter,

Mengmi Zhang,

Dimitar Karev,

Spandan Madan,

Claire Tseng,

Gabriel Kreiman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bomatter_2021_ICCV, author = {Bomatter, Philipp and Zhang, Mengmi and Karev, Dimitar and Madan, Spandan and Tseng, Claire and Kreiman, Gabriel}, title = {When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {255-264} }

You Don't Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking

Jiaming Sun,

Yiming Xie,

Siyu Zhang,

Linghao Chen,

Guofeng Zhang,

Hujun Bao,

Xiaowei Zhou

[pdf]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Jiaming and Xie, Yiming and Zhang, Siyu and Chen, Linghao and Zhang, Guofeng and Bao, Hujun and Zhou, Xiaowei}, title = {You Don't Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3185-3194} }

Learning With Memory-Based Virtual Classes for Deep Metric Learning

Byungsoo Ko,

Geonmo Gu,

Han-Gyu Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ko_2021_ICCV, author = {Ko, Byungsoo and Gu, Geonmo and Kim, Han-Gyu}, title = {Learning With Memory-Based Virtual Classes for Deep Metric Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11792-11801} }

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Rui Peng,

Ronggang Wang,

Yawen Lai,

Luyang Tang,

Yangang Cai

[pdf] [arXiv]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Rui and Wang, Ronggang and Lai, Yawen and Tang, Luyang and Cai, Yangang}, title = {Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15560-15569} }

SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation

Xuning Shao,

Weidong Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shao_2021_ICCV, author = {Shao, Xuning and Zhang, Weidong}, title = {SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6546-6555} }

Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks

Yikai Wang,

Yi Yang,

Fuchun Sun,

Anbang Yao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yikai and Yang, Yi and Sun, Fuchun and Yao, Anbang}, title = {Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5360-5369} }

Interacting Two-Hand 3D Pose and Shape Reconstruction From Single Color Image

Baowen Zhang,

Yangang Wang,

Xiaoming Deng,

Yinda Zhang,

Ping Tan,

Cuixia Ma,

Hongan Wang

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Baowen and Wang, Yangang and Deng, Xiaoming and Zhang, Yinda and Tan, Ping and Ma, Cuixia and Wang, Hongan}, title = {Interacting Two-Hand 3D Pose and Shape Reconstruction From Single Color Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11354-11363} }

CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue

Keke Tang,

Dingruibo Miao,

Weilong Peng,

Jianpeng Wu,

Yawen Shi,

Zhaoquan Gu,

Zhihong Tian,

Wenping Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Keke and Miao, Dingruibo and Peng, Weilong and Wu, Jianpeng and Shi, Yawen and Gu, Zhaoquan and Tian, Zhihong and Wang, Wenping}, title = {CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1153-1162} }

Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process

Fei Ye,

Adrian G. Bors

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Fei and Bors, Adrian G.}, title = {Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10695-10704} }

LayoutTransformer: Layout Generation and Completion With Self-Attention

Kamal Gupta,

Justin Lazarow,

Alessandro Achille,

Larry S. Davis,

Vijay Mahadevan,

Abhinav Shrivastava

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gupta_2021_ICCV, author = {Gupta, Kamal and Lazarow, Justin and Achille, Alessandro and Davis, Larry S. and Mahadevan, Vijay and Shrivastava, Abhinav}, title = {LayoutTransformer: Layout Generation and Completion With Self-Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1004-1014} }

The Power of Points for Modeling Humans in Clothing

Qianli Ma,

Jinlong Yang,

Siyu Tang,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Qianli and Yang, Jinlong and Tang, Siyu and Black, Michael J.}, title = {The Power of Points for Modeling Humans in Clothing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10974-10984} }

Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy

Colin L. Cooke,

Fanjie Kong,

Amey Chaware,

Kevin C. Zhou,

Kanghyun Kim,

Rong Xu,

D. Michael Ando,

Samuel J. Yang,

Pavan Chandra Konda,

Roarke Horstmeyer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cooke_2021_ICCV, author = {Cooke, Colin L. and Kong, Fanjie and Chaware, Amey and Zhou, Kevin C. and Kim, Kanghyun and Xu, Rong and Ando, D. Michael and Yang, Samuel J. and Konda, Pavan Chandra and Horstmeyer, Roarke}, title = {Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3803-3813} }

Dynamic Attentive Graph Learning for Image Restoration

Chong Mou,

Jian Zhang,

Zhuoyuan Wu

[pdf] [arXiv]

[bibtex]

@InProceedings{Mou_2021_ICCV, author = {Mou, Chong and Zhang, Jian and Wu, Zhuoyuan}, title = {Dynamic Attentive Graph Learning for Image Restoration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4328-4337} }

Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate

Xiaofeng Liu,

Zhenhua Guo,

Site Li,

Fangxu Xing,

Jane You,

C.-C. Jay Kuo,

Georges El Fakhri,

Jonghye Woo

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Xiaofeng and Guo, Zhenhua and Li, Site and Xing, Fangxu and You, Jane and Kuo, C.-C. Jay and El Fakhri, Georges and Woo, Jonghye}, title = {Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10367-10376} }

Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection

Hanxue Liang,

Chenhan Jiang,

Dapeng Feng,

Xin Chen,

Hang Xu,

Xiaodan Liang,

Wei Zhang,

Zhenguo Li,

Luc Van Gool

[pdf] [supp]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Hanxue and Jiang, Chenhan and Feng, Dapeng and Chen, Xin and Xu, Hang and Liang, Xiaodan and Zhang, Wei and Li, Zhenguo and Van Gool, Luc}, title = {Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3293-3302} }

Learning Meta-Class Memory for Few-Shot Semantic Segmentation

Zhonghua Wu,

Xiangxi Shi,

Guosheng Lin,

Jianfei Cai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Zhonghua and Shi, Xiangxi and Lin, Guosheng and Cai, Jianfei}, title = {Learning Meta-Class Memory for Few-Shot Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {517-526} }

Semi-Supervised Active Learning With Temporal Output Discrepancy

Siyu Huang,

Tianyang Wang,

Haoyi Xiong,

Jun Huan,

Dejing Dou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Siyu and Wang, Tianyang and Xiong, Haoyi and Huan, Jun and Dou, Dejing}, title = {Semi-Supervised Active Learning With Temporal Output Discrepancy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3447-3456} }

Learning Cross-Modal Contrastive Features for Video Domain Adaptation

Donghyun Kim,

Yi-Hsuan Tsai,

Bingbing Zhuang,

Xiang Yu,

Stan Sclaroff,

Kate Saenko,

Manmohan Chandraker

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Donghyun and Tsai, Yi-Hsuan and Zhuang, Bingbing and Yu, Xiang and Sclaroff, Stan and Saenko, Kate and Chandraker, Manmohan}, title = {Learning Cross-Modal Contrastive Features for Video Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13618-13627} }

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration

Yezhen Wang,

Bo Li,

Tong Che,

Kaiyang Zhou,

Ziwei Liu,

Dongsheng Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Yezhen and Li, Bo and Che, Tong and Zhou, Kaiyang and Liu, Ziwei and Li, Dongsheng}, title = {Energy-Based Open-World Uncertainty Modeling for Confidence Calibration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9302-9311} }

Sat2Vid: Street-View Panoramic Video Synthesis From a Single Satellite Image

Zuoyue Li,

Zhenqiang Li,

Zhaopeng Cui,

Rongjun Qin,

Marc Pollefeys,

Martin R. Oswald

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Zuoyue and Li, Zhenqiang and Cui, Zhaopeng and Qin, Rongjun and Pollefeys, Marc and Oswald, Martin R.}, title = {Sat2Vid: Street-View Panoramic Video Synthesis From a Single Satellite Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12436-12445} }

NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization

Haoyue Bai,

Fengwei Zhou,

Lanqing Hong,

Nanyang Ye,

S.-H. Gary Chan,

Zhenguo Li

[pdf]

[bibtex]

@InProceedings{Bai_2021_ICCV, author = {Bai, Haoyue and Zhou, Fengwei and Hong, Lanqing and Ye, Nanyang and Chan, S.-H. Gary and Li, Zhenguo}, title = {NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8320-8329} }

Hierarchical Aggregation for 3D Instance Segmentation

Shaoyu Chen,

Jiemin Fang,

Qian Zhang,

Wenyu Liu,

Xinggang Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shaoyu and Fang, Jiemin and Zhang, Qian and Liu, Wenyu and Wang, Xinggang}, title = {Hierarchical Aggregation for 3D Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15467-15476} }

Large-Scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification

Zhuoning Yuan,

Yan Yan,

Milan Sonka,

Tianbao Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Zhuoning and Yan, Yan and Sonka, Milan and Yang, Tianbao}, title = {Large-Scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3040-3049} }

A Simple Baseline for Semi-Supervised Semantic Segmentation With Strong Data Augmentation

Jianlong Yuan,

Yifan Liu,

Chunhua Shen,

Zhibin Wang,

Hao Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Jianlong and Liu, Yifan and Shen, Chunhua and Wang, Zhibin and Li, Hao}, title = {A Simple Baseline for Semi-Supervised Semantic Segmentation With Strong Data Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8229-8238} }

Ground-Truth or DAER: Selective Re-Query of Secondary Information

Stephan J. Lemmer,

Jason J. Corso

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lemmer_2021_ICCV, author = {Lemmer, Stephan J. and Corso, Jason J.}, title = {Ground-Truth or DAER: Selective Re-Query of Secondary Information}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {703-714} }

Evidential Deep Learning for Open Set Action Recognition

Wentao Bao,

Qi Yu,

Yu Kong

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bao_2021_ICCV, author = {Bao, Wentao and Yu, Qi and Kong, Yu}, title = {Evidential Deep Learning for Open Set Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13349-13358} }

Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation

Zhuangwei Zhuang,

Rong Li,

Kui Jia,

Qicheng Wang,

Yuanqing Li,

Mingkui Tan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhuang_2021_ICCV, author = {Zhuang, Zhuangwei and Li, Rong and Jia, Kui and Wang, Qicheng and Li, Yuanqing and Tan, Mingkui}, title = {Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16280-16290} }

UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps

Peter Meltzer,

Hooman Shayani,

Amir Khasahmadi,

Pradeep Kumar Jayaraman,

Aditya Sanghi,

Joseph Lambourne

[pdf] [supp]

[bibtex]

@InProceedings{Meltzer_2021_ICCV, author = {Meltzer, Peter and Shayani, Hooman and Khasahmadi, Amir and Jayaraman, Pradeep Kumar and Sanghi, Aditya and Lambourne, Joseph}, title = {UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9690-9699} }

End-to-End Dense Video Captioning With Parallel Decoding

Teng Wang,

Ruimao Zhang,

Zhichao Lu,

Feng Zheng,

Ran Cheng,

Ping Luo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Teng and Zhang, Ruimao and Lu, Zhichao and Zheng, Feng and Cheng, Ran and Luo, Ping}, title = {End-to-End Dense Video Captioning With Parallel Decoding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6847-6857} }

StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Yuda Song,

Hui Qian,

Xin Du

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Song_2021_ICCV, author = {Song, Yuda and Qian, Hui and Du, Xin}, title = {StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4126-4135} }

Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings?

Mingjie Sun,

Zichao Li,

Chaowei Xiao,

Haonan Qiu,

Bhavya Kailkhura,

Mingyan Liu,

Bo Li

[pdf] [supp]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Mingjie and Li, Zichao and Xiao, Chaowei and Qiu, Haonan and Kailkhura, Bhavya and Liu, Mingyan and Li, Bo}, title = {Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7526-7535} }

Multi-Class Cell Detection Using Spatial Context Representation

Shahira Abousamra,

David Belinsky,

John Van Arnam,

Felicia Allard,

Eric Yee,

Rajarsi Gupta,

Tahsin Kurc,

Dimitris Samaras,

Joel Saltz,

Chao Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Abousamra_2021_ICCV, author = {Abousamra, Shahira and Belinsky, David and Van Arnam, John and Allard, Felicia and Yee, Eric and Gupta, Rajarsi and Kurc, Tahsin and Samaras, Dimitris and Saltz, Joel and Chen, Chao}, title = {Multi-Class Cell Detection Using Spatial Context Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4005-4014} }

Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences

Hyunjong Park,

Sanghoon Lee,

Junghyup Lee,

Bumsub Ham

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Hyunjong and Lee, Sanghoon and Lee, Junghyup and Ham, Bumsub}, title = {Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12046-12055} }

Localize to Binauralize: Audio Spatialization From Visual Sound Source Localization

Kranthi Kumar Rachavarapu,

Aakanksha,

Vignesh Sundaresha,

A. N. Rajagopalan

[pdf] [supp]

[bibtex]

@InProceedings{Rachavarapu_2021_ICCV, author = {Rachavarapu, Kranthi Kumar and Aakanksha and Sundaresha, Vignesh and Rajagopalan, A. N.}, title = {Localize to Binauralize: Audio Spatialization From Visual Sound Source Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1930-1939} }

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss

Wei-Ting Chen,

Hao-Yu Fang,

Cheng-Lin Hsieh,

Cheng-Che Tsai,

I-Hsiang Chen,

Jian-Jiun Ding,

Sy-Yen Kuo

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Wei-Ting and Fang, Hao-Yu and Hsieh, Cheng-Lin and Tsai, Cheng-Che and Chen, I-Hsiang and Ding, Jian-Jiun and Kuo, Sy-Yen}, title = {ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4196-4205} }

MINE: Towards Continuous Depth MPI With NeRF for Novel View Synthesis

Jiaxin Li,

Zijian Feng,

Qi She,

Henghui Ding,

Changhu Wang,

Gim Hee Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jiaxin and Feng, Zijian and She, Qi and Ding, Henghui and Wang, Changhu and Lee, Gim Hee}, title = {MINE: Towards Continuous Depth MPI With NeRF for Novel View Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12578-12588} }

LoFGAN: Fusing Local Representations for Few-Shot Image Generation

Zheng Gu,

Wenbin Li,

Jing Huo,

Lei Wang,

Yang Gao

[pdf]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Zheng and Li, Wenbin and Huo, Jing and Wang, Lei and Gao, Yang}, title = {LoFGAN: Fusing Local Representations for Few-Shot Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8463-8471} }

Grafit: Learning Fine-Grained Image Representations With Coarse Labels

Hugo Touvron,

Alexandre Sablayrolles,

Matthijs Douze,

Matthieu Cord,

Hervé Jégou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Touvron_2021_ICCV, author = {Touvron, Hugo and Sablayrolles, Alexandre and Douze, Matthijs and Cord, Matthieu and J\'egou, Herv\'e}, title = {Grafit: Learning Fine-Grained Image Representations With Coarse Labels}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {874-884} }

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek,

Yunjey Choi,

Youngjung Uh,

Jaejun Yoo,

Hyunjung Shim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Baek_2021_ICCV, author = {Baek, Kyungjune and Choi, Yunjey and Uh, Youngjung and Yoo, Jaejun and Shim, Hyunjung}, title = {Rethinking the Truly Unsupervised Image-to-Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14154-14163} }

Point-Based Modeling of Human Clothing

Ilya Zakharkin,

Kirill Mazur,

Artur Grigorev,

Victor Lempitsky

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zakharkin_2021_ICCV, author = {Zakharkin, Ilya and Mazur, Kirill and Grigorev, Artur and Lempitsky, Victor}, title = {Point-Based Modeling of Human Clothing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14718-14727} }

Equivariant Imaging: Learning Beyond the Range Space

Dongdong Chen,

Julián Tachella,

Mike E. Davies

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Dongdong and Tachella, Juli\'an and Davies, Mike E.}, title = {Equivariant Imaging: Learning Beyond the Range Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4379-4388} }

Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting

Lei Zhu,

Ke Xu,

Zhanghan Ke,

Rynson W.H. Lau

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Lei and Xu, Ke and Ke, Zhanghan and Lau, Rynson W.H.}, title = {Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4702-4711} }

Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data

Xuhui Jia,

Kai Han,

Yukun Zhu,

Bradley Green

[pdf] [supp]

[bibtex]

@InProceedings{Jia_2021_ICCV, author = {Jia, Xuhui and Han, Kai and Zhu, Yukun and Green, Bradley}, title = {Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {610-619} }

Sparse Needlets for Lighting Estimation With Spherical Transport Loss

Fangneng Zhan,

Changgong Zhang,

Wenbo Hu,

Shijian Lu,

Feiying Ma,

Xuansong Xie,

Ling Shao

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhan_2021_ICCV, author = {Zhan, Fangneng and Zhang, Changgong and Hu, Wenbo and Lu, Shijian and Ma, Feiying and Xie, Xuansong and Shao, Ling}, title = {Sparse Needlets for Lighting Estimation With Spherical Transport Loss}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12830-12839} }

CANet: A Context-Aware Network for Shadow Removal

Zipei Chen,

Chengjiang Long,

Ling Zhang,

Chunxia Xiao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Zipei and Long, Chengjiang and Zhang, Ling and Xiao, Chunxia}, title = {CANet: A Context-Aware Network for Shadow Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4743-4752} }

Semantic Perturbations With Normalizing Flows for Improved Generalization

Oguz Kaan Yüksel,

Sebastian U. Stich,

Martin Jaggi,

Tatjana Chavdarova

[pdf] [supp]

[bibtex]

@InProceedings{Yuksel_2021_ICCV, author = {Y\"uksel, Oguz Kaan and Stich, Sebastian U. and Jaggi, Martin and Chavdarova, Tatjana}, title = {Semantic Perturbations With Normalizing Flows for Improved Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6619-6629} }

Audio-Visual Floorplan Reconstruction

Senthil Purushwalkam,

Sebastià Vicenc Amengual Garí,

Vamsi Krishna Ithapu,

Carl Schissler,

Philip Robinson,

Abhinav Gupta,

Kristen Grauman

[pdf] [supp]

[bibtex]

@InProceedings{Purushwalkam_2021_ICCV, author = {Purushwalkam, Senthil and Gar{\'\i}, Sebasti\`a Vicenc Amengual and Ithapu, Vamsi Krishna and Schissler, Carl and Robinson, Philip and Gupta, Abhinav and Grauman, Kristen}, title = {Audio-Visual Floorplan Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1183-1192} }

MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments

Pan Ji,

Runze Li,

Bir Bhanu,

Yi Xu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ji_2021_ICCV, author = {Ji, Pan and Li, Runze and Bhanu, Bir and Xu, Yi}, title = {MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12787-12796} }

Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction

Jeremy Reizenstein,

Roman Shapovalov,

Philipp Henzler,

Luca Sbordone,

Patrick Labatut,

David Novotny

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Reizenstein_2021_ICCV, author = {Reizenstein, Jeremy and Shapovalov, Roman and Henzler, Philipp and Sbordone, Luca and Labatut, Patrick and Novotny, David}, title = {Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10901-10911} }

Reconstructing Hand-Object Interactions in the Wild

Zhe Cao,

Ilija Radosavovic,

Angjoo Kanazawa,

Jitendra Malik

[pdf] [arXiv]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Zhe and Radosavovic, Ilija and Kanazawa, Angjoo and Malik, Jitendra}, title = {Reconstructing Hand-Object Interactions in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12417-12426} }

TOOD: Task-Aligned One-Stage Object Detection

Chengjian Feng,

Yujie Zhong,

Yu Gao,

Matthew R. Scott,

Weilin Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Chengjian and Zhong, Yujie and Gao, Yu and Scott, Matthew R. and Huang, Weilin}, title = {TOOD: Task-Aligned One-Stage Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3510-3519} }

Generalizable Mixed-Precision Quantization via Attribution Rank Preservation

Ziwei Wang,

Han Xiao,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ziwei and Xiao, Han and Lu, Jiwen and Zhou, Jie}, title = {Generalizable Mixed-Precision Quantization via Attribution Rank Preservation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5291-5300} }

LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation

Inkyu Shin,

Dong-Jin Kim,

Jae Won Cho,

Sanghyun Woo,

Kwanyong Park,

In So Kweon

[pdf] [arXiv]

[bibtex]

@InProceedings{Shin_2021_ICCV, author = {Shin, Inkyu and Kim, Dong-Jin and Cho, Jae Won and Woo, Sanghyun and Park, Kwanyong and Kweon, In So}, title = {LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8588-8598} }

SPEC: Seeing People in the Wild With an Estimated Camera

Muhammed Kocabas,

Chun-Hao P. Huang,

Joachim Tesch,

Lea Müller,

Otmar Hilliges,

Michael J. Black

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kocabas_2021_ICCV, author = {Kocabas, Muhammed and Huang, Chun-Hao P. and Tesch, Joachim and M\"uller, Lea and Hilliges, Otmar and Black, Michael J.}, title = {SPEC: Seeing People in the Wild With an Estimated Camera}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11035-11045} }

Binocular Mutual Learning for Improving Few-Shot Classification

Ziqi Zhou,

Xi Qiu,

Jiangtao Xie,

Jianan Wu,

Chi Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Ziqi and Qiu, Xi and Xie, Jiangtao and Wu, Jianan and Zhang, Chi}, title = {Binocular Mutual Learning for Improving Few-Shot Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8402-8411} }

Distilling Holistic Knowledge With Graph Neural Networks

Sheng Zhou,

Yucheng Wang,

Defang Chen,

Jiawei Chen,

Xin Wang,

Can Wang,

Jiajun Bu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Sheng and Wang, Yucheng and Chen, Defang and Chen, Jiawei and Wang, Xin and Wang, Can and Bu, Jiajun}, title = {Distilling Holistic Knowledge With Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10387-10396} }

Towards Robustness of Deep Neural Networks via Regularization

Yao Li,

Martin Renqiang Min,

Thomas Lee,

Wenchao Yu,

Erik Kruus,

Wei Wang,

Cho-Jui Hsieh

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yao and Min, Martin Renqiang and Lee, Thomas and Yu, Wenchao and Kruus, Erik and Wang, Wei and Hsieh, Cho-Jui}, title = {Towards Robustness of Deep Neural Networks via Regularization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7496-7505} }

STEM: An Approach to Multi-Source Domain Adaptation With Guarantees

Van-Anh Nguyen,

Tuan Nguyen,

Trung Le,

Quan Hung Tran,

Dinh Phung

[pdf] [supp]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Van-Anh and Nguyen, Tuan and Le, Trung and Tran, Quan Hung and Phung, Dinh}, title = {STEM: An Approach to Multi-Source Domain Adaptation With Guarantees}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9352-9363} }

Divide and Contrast: Self-Supervised Learning From Uncurated Data

Yonglong Tian,

Olivier J. Hénaff,

Aäron van den Oord

[pdf] [supp]

[bibtex]

@InProceedings{Tian_2021_ICCV, author = {Tian, Yonglong and H\'enaff, Olivier J. and van den Oord, A\"aron}, title = {Divide and Contrast: Self-Supervised Learning From Uncurated Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10063-10074} }

Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation

Yunhang Shen,

Liujuan Cao,

Zhiwei Chen,

Baochang Zhang,

Chi Su,

Yongjian Wu,

Feiyue Huang,

Rongrong Ji

[pdf] [supp]

[bibtex]

@InProceedings{Shen_2021_ICCV, author = {Shen, Yunhang and Cao, Liujuan and Chen, Zhiwei and Zhang, Baochang and Su, Chi and Wu, Yongjian and Huang, Feiyue and Ji, Rongrong}, title = {Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8198-8208} }

IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction

Guangming Zang,

Ramzi Idoughi,

Rui Li,

Peter Wonka,

Wolfgang Heidrich

[pdf] [supp]

[bibtex]

@InProceedings{Zang_2021_ICCV, author = {Zang, Guangming and Idoughi, Ramzi and Li, Rui and Wonka, Peter and Heidrich, Wolfgang}, title = {IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1960-1970} }

Towards Real-World X-Ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection

Renshuai Tao,

Yanlu Wei,

Xiangjian Jiang,

Hainan Li,

Haotong Qin,

Jiakai Wang,

Yuqing Ma,

Libo Zhang,

Xianglong Liu

[pdf]

[bibtex]

@InProceedings{Tao_2021_ICCV, author = {Tao, Renshuai and Wei, Yanlu and Jiang, Xiangjian and Li, Hainan and Qin, Haotong and Wang, Jiakai and Ma, Yuqing and Zhang, Libo and Liu, Xianglong}, title = {Towards Real-World X-Ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10923-10932} }

Differentiable Surface Rendering via Non-Differentiable Sampling

Forrester Cole,

Kyle Genova,

Avneesh Sud,

Daniel Vlasic,

Zhoutong Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Cole_2021_ICCV, author = {Cole, Forrester and Genova, Kyle and Sud, Avneesh and Vlasic, Daniel and Zhang, Zhoutong}, title = {Differentiable Surface Rendering via Non-Differentiable Sampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6088-6097} }

Distillation-Guided Image Inpainting

Maitreya Suin,

Kuldeep Purohit,

A. N. Rajagopalan

[pdf]

[bibtex]

@InProceedings{Suin_2021_ICCV, author = {Suin, Maitreya and Purohit, Kuldeep and Rajagopalan, A. N.}, title = {Distillation-Guided Image Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2481-2490} }

Real-Time Instance Segmentation With Discriminative Orientation Maps

Wentao Du,

Zhiyu Xiang,

Shuya Chen,

Chengyu Qiao,

Yiman Chen,

Tingming Bai

[pdf] [arXiv]

[bibtex]

@InProceedings{Du_2021_ICCV, author = {Du, Wentao and Xiang, Zhiyu and Chen, Shuya and Qiao, Chengyu and Chen, Yiman and Bai, Tingming}, title = {Real-Time Instance Segmentation With Discriminative Orientation Maps}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7314-7323} }

Segmenter: Transformer for Semantic Segmentation

Robin Strudel,

Ricardo Garcia,

Ivan Laptev,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Strudel_2021_ICCV, author = {Strudel, Robin and Garcia, Ricardo and Laptev, Ivan and Schmid, Cordelia}, title = {Segmenter: Transformer for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7262-7272} }

IDARTS: Interactive Differentiable Architecture Search

Song Xue,

Runqi Wang,

Baochang Zhang,

Tian Wang,

Guodong Guo,

David Doermann

[pdf]

[bibtex]

@InProceedings{Xue_2021_ICCV, author = {Xue, Song and Wang, Runqi and Zhang, Baochang and Wang, Tian and Guo, Guodong and Doermann, David}, title = {IDARTS: Interactive Differentiable Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1163-1172} }

AutoSpace: Neural Architecture Search With Less Human Interference

Daquan Zhou,

Xiaojie Jin,

Xiaochen Lian,

Linjie Yang,

Yujing Xue,

Qibin Hou,

Jiashi Feng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Daquan and Jin, Xiaojie and Lian, Xiaochen and Yang, Linjie and Xue, Yujing and Hou, Qibin and Feng, Jiashi}, title = {AutoSpace: Neural Architecture Search With Less Human Interference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {337-346} }

Evolving Search Space for Neural Architecture Search

Yuanzheng Ci,

Chen Lin,

Ming Sun,

Boyu Chen,

Hongwen Zhang,

Wanli Ouyang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ci_2021_ICCV, author = {Ci, Yuanzheng and Lin, Chen and Sun, Ming and Chen, Boyu and Zhang, Hongwen and Ouyang, Wanli}, title = {Evolving Search Space for Neural Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6659-6669} }

THDA: Treasure Hunt Data Augmentation for Semantic Navigation

Oleksandr Maksymets,

Vincent Cartillier,

Aaron Gokaslan,

Erik Wijmans,

Wojciech Galuba,

Stefan Lee,

Dhruv Batra

[pdf] [supp]

[bibtex]

@InProceedings{Maksymets_2021_ICCV, author = {Maksymets, Oleksandr and Cartillier, Vincent and Gokaslan, Aaron and Wijmans, Erik and Galuba, Wojciech and Lee, Stefan and Batra, Dhruv}, title = {THDA: Treasure Hunt Data Augmentation for Semantic Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15374-15383} }

Tripartite Information Mining and Integration for Image Matting

Yuhao Liu,

Jiake Xie,

Xiao Shi,

Yu Qiao,

Yujie Huang,

Yong Tang,

Xin Yang

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yuhao and Xie, Jiake and Shi, Xiao and Qiao, Yu and Huang, Yujie and Tang, Yong and Yang, Xin}, title = {Tripartite Information Mining and Integration for Image Matting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7555-7564} }

Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-Grained Recognition

Shaoli Huang,

Xinchao Wang,

Dacheng Tao

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Shaoli and Wang, Xinchao and Tao, Dacheng}, title = {Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-Grained Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {620-629} }

BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning

Zhirui Dai,

Yuepeng Jiang,

Yi Li,

Bo Liu,

Antoni B. Chan,

Nuno Vasconcelos

[pdf] [supp]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Zhirui and Jiang, Yuepeng and Li, Yi and Liu, Bo and Chan, Antoni B. and Vasconcelos, Nuno}, title = {BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5401-5411} }

Pyramid Architecture Search for Real-Time Image Deblurring

Xiaobin Hu,

Wenqi Ren,

Kaicheng Yu,

Kaihao Zhang,

Xiaochun Cao,

Wei Liu,

Bjoern Menze

[pdf] [supp]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Xiaobin and Ren, Wenqi and Yu, Kaicheng and Zhang, Kaihao and Cao, Xiaochun and Liu, Wei and Menze, Bjoern}, title = {Pyramid Architecture Search for Real-Time Image Deblurring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4298-4307} }

TransForensics: Image Forgery Localization With Dense Self-Attention

Jing Hao,

Zhixin Zhang,

Shicai Yang,

Di Xie,

Shiliang Pu

[pdf] [arXiv]

[bibtex]

@InProceedings{Hao_2021_ICCV, author = {Hao, Jing and Zhang, Zhixin and Yang, Shicai and Xie, Di and Pu, Shiliang}, title = {TransForensics: Image Forgery Localization With Dense Self-Attention}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15055-15064} }

Joint Audio-Visual Deepfake Detection

Yipin Zhou,

Ser-Nam Lim

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yipin and Lim, Ser-Nam}, title = {Joint Audio-Visual Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14800-14809} }

Objects As Cameras: Estimating High-Frequency Illumination From Shadows

Tristan Swedish,

Connor Henley,

Ramesh Raskar

[pdf] [supp]

[bibtex]

@InProceedings{Swedish_2021_ICCV, author = {Swedish, Tristan and Henley, Connor and Raskar, Ramesh}, title = {Objects As Cameras: Estimating High-Frequency Illumination From Shadows}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2593-2602} }

Time-Equivariant Contrastive Video Representation Learning

Simon Jenni,

Hailin Jin

[pdf] [supp]

[bibtex]

@InProceedings{Jenni_2021_ICCV, author = {Jenni, Simon and Jin, Hailin}, title = {Time-Equivariant Contrastive Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9970-9980} }

Dynamical Pose Estimation

Heng Yang,

Chris Doran,

Jean-Jacques Slotine

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Heng and Doran, Chris and Slotine, Jean-Jacques}, title = {Dynamical Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5926-5935} }

Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images

Size Wu,

Sheng Jin,

Wentao Liu,

Lei Bai,

Chen Qian,

Dong Liu,

Wanli Ouyang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Size and Jin, Sheng and Liu, Wentao and Bai, Lei and Qian, Chen and Liu, Dong and Ouyang, Wanli}, title = {Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11148-11157} }

Learning Fast Sample Re-Weighting Without Reward Data

Zizhao Zhang,

Tomas Pfister

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zizhao and Pfister, Tomas}, title = {Learning Fast Sample Re-Weighting Without Reward Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {725-734} }

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

Munan Ning,

Donghuan Lu,

Dong Wei,

Cheng Bian,

Chenglang Yuan,

Shuang Yu,

Kai Ma,

Yefeng Zheng

[pdf] [arXiv]

[bibtex]

@InProceedings{Ning_2021_ICCV, author = {Ning, Munan and Lu, Donghuan and Wei, Dong and Bian, Cheng and Yuan, Chenglang and Yu, Shuang and Ma, Kai and Zheng, Yefeng}, title = {Multi-Anchor Active Domain Adaptation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9112-9122} }

C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing

Yanning Zhou,

Hang Xu,

Wei Zhang,

Bin Gao,

Pheng-Ann Heng

[pdf] [supp]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Yanning and Xu, Hang and Zhang, Wei and Gao, Bin and Heng, Pheng-Ann}, title = {C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7036-7045} }

PyMAF: 3D Human Pose and Shape Regression With Pyramidal Mesh Alignment Feedback Loop

Hongwen Zhang,

Yating Tian,

Xinchi Zhou,

Wanli Ouyang,

Yebin Liu,

Limin Wang,

Zhenan Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Hongwen and Tian, Yating and Zhou, Xinchi and Ouyang, Wanli and Liu, Yebin and Wang, Limin and Sun, Zhenan}, title = {PyMAF: 3D Human Pose and Shape Regression With Pyramidal Mesh Alignment Feedback Loop}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11446-11456} }

COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation

Keyu Wen,

Jin Xia,

Yuanyuan Huang,

Linyang Li,

Jiayan Xu,

Jie Shao

[pdf] [supp]

[bibtex]

@InProceedings{Wen_2021_ICCV, author = {Wen, Keyu and Xia, Jin and Huang, Yuanyuan and Li, Linyang and Xu, Jiayan and Shao, Jie}, title = {COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2208-2217} }

KoDF: A Large-Scale Korean DeepFake Detection Dataset

Patrick Kwon,

Jaeseong You,

Gyuhyeon Nam,

Sungwoo Park,

Gyeongsu Chae

[pdf] [arXiv]

[bibtex]

@InProceedings{Kwon_2021_ICCV, author = {Kwon, Patrick and You, Jaeseong and Nam, Gyuhyeon and Park, Sungwoo and Chae, Gyeongsu}, title = {KoDF: A Large-Scale Korean DeepFake Detection Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10744-10753} }

Radial Distortion Invariant Factorization for Structure From Motion

José Pedro Iglesias,

Carl Olsson

[pdf] [supp]

[bibtex]

@InProceedings{Iglesias_2021_ICCV, author = {Iglesias, Jos\'e Pedro and Olsson, Carl}, title = {Radial Distortion Invariant Factorization for Structure From Motion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5906-5915} }

LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments

Henry Howard-Jenkins,

Jose-Raul Ruiz-Sarmiento,

Victor Adrian Prisacariu

[pdf] [supp]

[bibtex]

@InProceedings{Howard-Jenkins_2021_ICCV, author = {Howard-Jenkins, Henry and Ruiz-Sarmiento, Jose-Raul and Prisacariu, Victor Adrian}, title = {LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10107-10116} }

Learning Privacy-Preserving Optics for Human Pose Estimation

Carlos Hinojosa,

Juan Carlos Niebles,

Henry Arguello

[pdf] [supp]

[bibtex]

@InProceedings{Hinojosa_2021_ICCV, author = {Hinojosa, Carlos and Niebles, Juan Carlos and Arguello, Henry}, title = {Learning Privacy-Preserving Optics for Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2573-2582} }

EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo

Xinjun Ma,

Yue Gong,

Qirui Wang,

Jingwei Huang,

Lei Chen,

Fan Yu

[pdf]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Xinjun and Gong, Yue and Wang, Qirui and Huang, Jingwei and Chen, Lei and Yu, Fan}, title = {EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5732-5740} }

Full-Velocity Radar Returns by Radar-Camera Fusion

Yunfei Long,

Daniel Morris,

Xiaoming Liu,

Marcos Castro,

Punarjay Chakravarty,

Praveen Narayanan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Long_2021_ICCV, author = {Long, Yunfei and Morris, Daniel and Liu, Xiaoming and Castro, Marcos and Chakravarty, Punarjay and Narayanan, Praveen}, title = {Full-Velocity Radar Returns by Radar-Camera Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16198-16207} }

Toward Realistic Single-View 3D Object Reconstruction With Unsupervised Learning From Multiple Images

Long-Nhat Ho,

Anh Tuan Tran,

Quynh Phung,

Minh Hoai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ho_2021_ICCV, author = {Ho, Long-Nhat and Tran, Anh Tuan and Phung, Quynh and Hoai, Minh}, title = {Toward Realistic Single-View 3D Object Reconstruction With Unsupervised Learning From Multiple Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12600-12610} }

MVSNeRF: Fast Generalizable Radiance Field Reconstruction From Multi-View Stereo

Anpei Chen,

Zexiang Xu,

Fuqiang Zhao,

Xiaoshuai Zhang,

Fanbo Xiang,

Jingyi Yu,

Hao Su

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Anpei and Xu, Zexiang and Zhao, Fuqiang and Zhang, Xiaoshuai and Xiang, Fanbo and Yu, Jingyi and Su, Hao}, title = {MVSNeRF: Fast Generalizable Radiance Field Reconstruction From Multi-View Stereo}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14124-14133} }

Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization

Canyi Lu

[pdf]

[bibtex]

@InProceedings{Lu_2021_ICCV, author = {Lu, Canyi}, title = {Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1145-1152} }

Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields

Jonathan T. Barron,

Ben Mildenhall,

Matthew Tancik,

Peter Hedman,

Ricardo Martin-Brualla,

Pratul P. Srinivasan

[pdf] [supp]

[bibtex]

@InProceedings{Barron_2021_ICCV, author = {Barron, Jonathan T. and Mildenhall, Ben and Tancik, Matthew and Hedman, Peter and Martin-Brualla, Ricardo and Srinivasan, Pratul P.}, title = {Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5855-5864} }

Uniformity in Heterogeneity: Diving Deep Into Count Interval Partition for Crowd Counting

Changan Wang,

Qingyu Song,

Boshen Zhang,

Yabiao Wang,

Ying Tai,

Xuyi Hu,

Chengjie Wang,

Jilin Li,

Jiayi Ma,

Yang Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Changan and Song, Qingyu and Zhang, Boshen and Wang, Yabiao and Tai, Ying and Hu, Xuyi and Wang, Chengjie and Li, Jilin and Ma, Jiayi and Wu, Yang}, title = {Uniformity in Heterogeneity: Diving Deep Into Count Interval Partition for Crowd Counting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3234-3242} }

HDR Video Reconstruction: A Coarse-To-Fine Network and a Real-World Benchmark Dataset

Guanying Chen,

Chaofeng Chen,

Shi Guo,

Zhetong Liang,

Kwan-Yee K. Wong,

Lei Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Guanying and Chen, Chaofeng and Guo, Shi and Liang, Zhetong and Wong, Kwan-Yee K. and Zhang, Lei}, title = {HDR Video Reconstruction: A Coarse-To-Fine Network and a Real-World Benchmark Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2502-2511} }

Self Supervision to Distillation for Long-Tailed Visual Recognition

Tianhao Li,

Limin Wang,

Gangshan Wu

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Tianhao and Wang, Limin and Wu, Gangshan}, title = {Self Supervision to Distillation for Long-Tailed Visual Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {630-639} }

Learning To Track With Object Permanence

Pavel Tokmakov,

Jie Li,

Wolfram Burgard,

Adrien Gaidon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tokmakov_2021_ICCV, author = {Tokmakov, Pavel and Li, Jie and Burgard, Wolfram and Gaidon, Adrien}, title = {Learning To Track With Object Permanence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10860-10869} }

Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection

Fan Yang,

Qiang Zhai,

Xin Li,

Rui Huang,

Ao Luo,

Hong Cheng,

Deng-Ping Fan

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Fan and Zhai, Qiang and Li, Xin and Huang, Rui and Luo, Ao and Cheng, Hong and Fan, Deng-Ping}, title = {Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4146-4155} }

Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation

Luyu Yang,

Yan Wang,

Mingfei Gao,

Abhinav Shrivastava,

Kilian Q. Weinberger,

Wei-Lun Chao,

Ser-Nam Lim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Luyu and Wang, Yan and Gao, Mingfei and Shrivastava, Abhinav and Weinberger, Kilian Q. and Chao, Wei-Lun and Lim, Ser-Nam}, title = {Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8906-8916} }

Dual Projection Generative Adversarial Networks for Conditional Image Generation

Ligong Han,

Martin Renqiang Min,

Anastasis Stathopoulos,

Yu Tian,

Ruijiang Gao,

Asim Kadav,

Dimitris N. Metaxas

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Ligong and Min, Martin Renqiang and Stathopoulos, Anastasis and Tian, Yu and Gao, Ruijiang and Kadav, Asim and Metaxas, Dimitris N.}, title = {Dual Projection Generative Adversarial Networks for Conditional Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14438-14447} }

EventHPE: Event-Based 3D Human Pose and Shape Estimation

Shihao Zou,

Chuan Guo,

Xinxin Zuo,

Sen Wang,

Pengyu Wang,

Xiaoqin Hu,

Shoushun Chen,

Minglun Gong,

Li Cheng

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zou_2021_ICCV, author = {Zou, Shihao and Guo, Chuan and Zuo, Xinxin and Wang, Sen and Wang, Pengyu and Hu, Xiaoqin and Chen, Shoushun and Gong, Minglun and Cheng, Li}, title = {EventHPE: Event-Based 3D Human Pose and Shape Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10996-11005} }

Synchronization of Group-Labelled Multi-Graphs

Andrea Porfiri Dal Cin,

Luca Magri,

Federica Arrigoni,

Andrea Fusiello,

Giacomo Boracchi

[pdf] [supp]

[bibtex]

@InProceedings{Cin_2021_ICCV, author = {Cin, Andrea Porfiri Dal and Magri, Luca and Arrigoni, Federica and Fusiello, Andrea and Boracchi, Giacomo}, title = {Synchronization of Group-Labelled Multi-Graphs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6453-6463} }

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction

Michael Oechsle,

Songyou Peng,

Andreas Geiger

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Oechsle_2021_ICCV, author = {Oechsle, Michael and Peng, Songyou and Geiger, Andreas}, title = {UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5589-5599} }

CTRL-C: Camera Calibration TRansformer With Line-Classification

Jinwoo Lee,

Hyunsung Go,

Hyunjoon Lee,

Sunghyun Cho,

Minhyuk Sung,

Junho Kim

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Jinwoo and Go, Hyunsung and Lee, Hyunjoon and Cho, Sunghyun and Sung, Minhyuk and Kim, Junho}, title = {CTRL-C: Camera Calibration TRansformer With Line-Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16228-16237} }

Parsing Table Structures in the Wild

Rujiao Long,

Wen Wang,

Nan Xue,

Feiyu Gao,

Zhibo Yang,

Yongpan Wang,

Gui-Song Xia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Long_2021_ICCV, author = {Long, Rujiao and Wang, Wen and Xue, Nan and Gao, Feiyu and Yang, Zhibo and Wang, Yongpan and Xia, Gui-Song}, title = {Parsing Table Structures in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {944-952} }

Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification

Abhishek Aich,

Meng Zheng,

Srikrishna Karanam,

Terrence Chen,

Amit K. Roy-Chowdhury,

Ziyan Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Aich_2021_ICCV, author = {Aich, Abhishek and Zheng, Meng and Karanam, Srikrishna and Chen, Terrence and Roy-Chowdhury, Amit K. and Wu, Ziyan}, title = {Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {152-162} }

CondLaneNet: A Top-To-Down Lane Detection Framework Based on Conditional Convolution

Lizhe Liu,

Xiaohao Chen,

Siyu Zhu,

Ping Tan

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Lizhe and Chen, Xiaohao and Zhu, Siyu and Tan, Ping}, title = {CondLaneNet: A Top-To-Down Lane Detection Framework Based on Conditional Convolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3773-3782} }

Adversarial Attacks on Multi-Agent Communication

James Tu,

Tsunhsuan Wang,

Jingkang Wang,

Sivabalan Manivasagam,

Mengye Ren,

Raquel Urtasun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tu_2021_ICCV, author = {Tu, James and Wang, Tsunhsuan and Wang, Jingkang and Manivasagam, Sivabalan and Ren, Mengye and Urtasun, Raquel}, title = {Adversarial Attacks on Multi-Agent Communication}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7768-7777} }

TransPose: Keypoint Localization via Transformer

Sen Yang,

Zhibin Quan,

Mu Nie,

Wankou Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Sen and Quan, Zhibin and Nie, Mu and Yang, Wankou}, title = {TransPose: Keypoint Localization via Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11802-11812} }

Vector-Decomposed Disentanglement for Domain-Invariant Object Detection

Aming Wu,

Rui Liu,

Yahong Han,

Linchao Zhu,

Yi Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Aming and Liu, Rui and Han, Yahong and Zhu, Linchao and Yang, Yi}, title = {Vector-Decomposed Disentanglement for Domain-Invariant Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9342-9351} }

Topologically Consistent Multi-View Face Inference Using Volumetric Sampling

Tianye Li,

Shichen Liu,

Timo Bolkart,

Jiayi Liu,

Hao Li,

Yajie Zhao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Tianye and Liu, Shichen and Bolkart, Timo and Liu, Jiayi and Li, Hao and Zhao, Yajie}, title = {Topologically Consistent Multi-View Face Inference Using Volumetric Sampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3824-3834} }

IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID

Yongxing Dai,

Jun Liu,

Yifan Sun,

Zekun Tong,

Chi Zhang,

Ling-Yu Duan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Yongxing and Liu, Jun and Sun, Yifan and Tong, Zekun and Zhang, Chi and Duan, Ling-Yu}, title = {IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11864-11874} }

Robust Watermarking for Deep Neural Networks via Bi-Level Optimization

Peng Yang,

Yingjie Lao,

Ping Li

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Peng and Lao, Yingjie and Li, Ping}, title = {Robust Watermarking for Deep Neural Networks via Bi-Level Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14841-14850} }

Efficient Video Compression via Content-Adaptive Super-Resolution

Mehrdad Khani,

Vibhaalakshmi Sivaraman,

Mohammad Alizadeh

[pdf] [arXiv]

[bibtex]

@InProceedings{Khani_2021_ICCV, author = {Khani, Mehrdad and Sivaraman, Vibhaalakshmi and Alizadeh, Mohammad}, title = {Efficient Video Compression via Content-Adaptive Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4521-4530} }

Video Annotation for Visual Tracking via Selection and Refinement

Kenan Dai,

Jie Zhao,

Lijun Wang,

Dong Wang,

Jianhua Li,

Huchuan Lu,

Xuesheng Qian,

Xiaoyun Yang

[pdf] [arXiv]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Kenan and Zhao, Jie and Wang, Lijun and Wang, Dong and Li, Jianhua and Lu, Huchuan and Qian, Xuesheng and Yang, Xiaoyun}, title = {Video Annotation for Visual Tracking via Selection and Refinement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10296-10305} }

A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder

Yujun Cai,

Yiwei Wang,

Yiheng Zhu,

Tat-Jen Cham,

Jianfei Cai,

Junsong Yuan,

Jun Liu,

Chuanxia Zheng,

Sijie Yan,

Henghui Ding,

Xiaohui Shen,

Ding Liu,

Nadia Magnenat Thalmann

[pdf] [supp]

[bibtex]

@InProceedings{Cai_2021_ICCV, author = {Cai, Yujun and Wang, Yiwei and Zhu, Yiheng and Cham, Tat-Jen and Cai, Jianfei and Yuan, Junsong and Liu, Jun and Zheng, Chuanxia and Yan, Sijie and Ding, Henghui and Shen, Xiaohui and Liu, Ding and Thalmann, Nadia Magnenat}, title = {A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11645-11655} }

SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing

Brevin Tilmon,

Sanjeev J. Koppal

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tilmon_2021_ICCV, author = {Tilmon, Brevin and Koppal, Sanjeev J.}, title = {SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6009-6018} }

Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving

Xuanchi Ren,

Tao Yang,

Li Erran Li,

Alexandre Alahi,

Qifeng Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ren_2021_ICCV, author = {Ren, Xuanchi and Yang, Tao and Li, Li Erran and Alahi, Alexandre and Chen, Qifeng}, title = {Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15731-15740} }

Mesh Graphormer

Kevin Lin,

Lijuan Wang,

Zicheng Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Kevin and Wang, Lijuan and Liu, Zicheng}, title = {Mesh Graphormer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12939-12948} }

CrossNorm and SelfNorm for Generalization Under Distribution Shifts

Zhiqiang Tang,

Yunhe Gao,

Yi Zhu,

Zhi Zhang,

Mu Li,

Dimitris N. Metaxas

[pdf] [arXiv]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Zhiqiang and Gao, Yunhe and Zhu, Yi and Zhang, Zhi and Li, Mu and Metaxas, Dimitris N.}, title = {CrossNorm and SelfNorm for Generalization Under Distribution Shifts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {52-61} }

Elaborative Rehearsal for Zero-Shot Action Recognition

Shizhe Chen,

Dong Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Shizhe and Huang, Dong}, title = {Elaborative Rehearsal for Zero-Shot Action Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13638-13647} }

CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization

Hyolim Kang,

Kyungmin Kim,

Yumin Ko,

Seon Joo Kim

[pdf] [supp]

[bibtex]

@InProceedings{Kang_2021_ICCV, author = {Kang, Hyolim and Kim, Kyungmin and Ko, Yumin and Kim, Seon Joo}, title = {CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13729-13738} }

Joint Visual and Audio Learning for Video Highlight Detection

Taivanbat Badamdorj,

Mrigank Rochan,

Yang Wang,

Li Cheng

[pdf]

[bibtex]

@InProceedings{Badamdorj_2021_ICCV, author = {Badamdorj, Taivanbat and Rochan, Mrigank and Wang, Yang and Cheng, Li}, title = {Joint Visual and Audio Learning for Video Highlight Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8127-8137} }

Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition

Xueting Zhang,

Debin Meng,

Henry Gouk,

Timothy M. Hospedales

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Xueting and Meng, Debin and Gouk, Henry and Hospedales, Timothy M.}, title = {Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {651-660} }

Towards Interpretable Deep Metric Learning With Structural Matching

Wenliang Zhao,

Yongming Rao,

Ziyi Wang,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Wenliang and Rao, Yongming and Wang, Ziyi and Lu, Jiwen and Zhou, Jie}, title = {Towards Interpretable Deep Metric Learning With Structural Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9887-9896} }

Weakly Supervised Text-Based Person Re-Identification

Shizhen Zhao,

Changxin Gao,

Yuanjie Shao,

Wei-Shi Zheng,

Nong Sang

[pdf]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Shizhen and Gao, Changxin and Shao, Yuanjie and Zheng, Wei-Shi and Sang, Nong}, title = {Weakly Supervised Text-Based Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11395-11404} }

Learning Temporal Dynamics From Cycles in Narrated Video

Dave Epstein,

Jiajun Wu,

Cordelia Schmid,

Chen Sun

[pdf] [arXiv]

[bibtex]

@InProceedings{Epstein_2021_ICCV, author = {Epstein, Dave and Wu, Jiajun and Schmid, Cordelia and Sun, Chen}, title = {Learning Temporal Dynamics From Cycles in Narrated Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1480-1489} }

von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning

Tyler R. Scott,

Andrew C. Gallagher,

Michael C. Mozer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Scott_2021_ICCV, author = {Scott, Tyler R. and Gallagher, Andrew C. and Mozer, Michael C.}, title = {von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10612-10622} }

Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts

Song Park,

Sanghyuk Chun,

Junbum Cha,

Bado Lee,

Hyunjung Shim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Song and Chun, Sanghyuk and Cha, Junbum and Lee, Bado and Shim, Hyunjung}, title = {Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13900-13909} }

Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data

Yingbin Bai,

Tongliang Liu

[pdf] [supp]

[bibtex]

@InProceedings{Bai_2021_ICCV, author = {Bai, Yingbin and Liu, Tongliang}, title = {Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9312-9321} }

mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets

Rui Gong,

Dengxin Dai,

Yuhua Chen,

Wen Li,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gong_2021_ICCV, author = {Gong, Rui and Dai, Dengxin and Chen, Yuhua and Li, Wen and Van Gool, Luc}, title = {mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8876-8885} }

Collaging Class-Specific GANs for Semantic Image Synthesis

Yuheng Li,

Yijun Li,

Jingwan Lu,

Eli Shechtman,

Yong Jae Lee,

Krishna Kumar Singh

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yuheng and Li, Yijun and Lu, Jingwan and Shechtman, Eli and Lee, Yong Jae and Singh, Krishna Kumar}, title = {Collaging Class-Specific GANs for Semantic Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14418-14427} }

Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning

Chi Zhang,

Henghui Ding,

Guosheng Lin,

Ruibo Li,

Changhu Wang,

Chunhua Shen

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Chi and Ding, Henghui and Lin, Guosheng and Li, Ruibo and Wang, Changhu and Shen, Chunhua}, title = {Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9435-9444} }

Occlusion-Aware Video Object Inpainting

Lei Ke,

Yu-Wing Tai,

Chi-Keung Tang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ke_2021_ICCV, author = {Ke, Lei and Tai, Yu-Wing and Tang, Chi-Keung}, title = {Occlusion-Aware Video Object Inpainting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14468-14478} }

TransFER: Learning Relation-Aware Facial Expression Representations With Transformers

Fanglei Xue,

Qiangchang Wang,

Guodong Guo

[pdf] [arXiv]

[bibtex]

@InProceedings{Xue_2021_ICCV, author = {Xue, Fanglei and Wang, Qiangchang and Guo, Guodong}, title = {TransFER: Learning Relation-Aware Facial Expression Representations With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3601-3610} }

Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval

Frederik Warburg,

Martin Jørgensen,

Javier Civera,

Søren Hauberg

[pdf] [supp]

[bibtex]

@InProceedings{Warburg_2021_ICCV, author = {Warburg, Frederik and J{\o}rgensen, Martin and Civera, Javier and Hauberg, S{\o}ren}, title = {Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12158-12168} }

Manifold Matching via Deep Metric Learning for Generative Modeling

Mengyu Dai,

Haibin Hang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Mengyu and Hang, Haibin}, title = {Manifold Matching via Deep Metric Learning for Generative Modeling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6587-6597} }

ProFlip: Targeted Trojan Attack With Progressive Bit Flips

Huili Chen,

Cheng Fu,

Jishen Zhao,

Farinaz Koushanfar

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Huili and Fu, Cheng and Zhao, Jishen and Koushanfar, Farinaz}, title = {ProFlip: Targeted Trojan Attack With Progressive Bit Flips}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7718-7727} }

AutoFormer: Searching Transformers for Visual Recognition

Minghao Chen,

Houwen Peng,

Jianlong Fu,

Haibin Ling

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Minghao and Peng, Houwen and Fu, Jianlong and Ling, Haibin}, title = {AutoFormer: Searching Transformers for Visual Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12270-12280} }

Mining Latent Classes for Few-Shot Segmentation

Lihe Yang,

Wei Zhuo,

Lei Qi,

Yinghuan Shi,

Yang Gao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Lihe and Zhuo, Wei and Qi, Lei and Shi, Yinghuan and Gao, Yang}, title = {Mining Latent Classes for Few-Shot Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8721-8730} }

Active Learning for Deep Object Detection via Probabilistic Modeling

Jiwoong Choi,

Ismail Elezi,

Hyuk-Jae Lee,

Clement Farabet,

Jose M. Alvarez

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Choi_2021_ICCV, author = {Choi, Jiwoong and Elezi, Ismail and Lee, Hyuk-Jae and Farabet, Clement and Alvarez, Jose M.}, title = {Active Learning for Deep Object Detection via Probabilistic Modeling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10264-10273} }

Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID

Peixian Chen,

Wenfeng Liu,

Pingyang Dai,

Jianzhuang Liu,

Qixiang Ye,

Mingliang Xu,

Qi’an Chen,

Rongrong Ji

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Peixian and Liu, Wenfeng and Dai, Pingyang and Liu, Jianzhuang and Ye, Qixiang and Xu, Mingliang and Chen, Qi{\textquoteright}an and Ji, Rongrong}, title = {Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11833-11842} }

Towards Accurate Alignment in Real-Time 3D Hand-Mesh Reconstruction

Xiao Tang,

Tianyu Wang,

Chi-Wing Fu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tang_2021_ICCV, author = {Tang, Xiao and Wang, Tianyu and Fu, Chi-Wing}, title = {Towards Accurate Alignment in Real-Time 3D Hand-Mesh Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11698-11707} }

Searching for Controllable Image Restoration Networks

Heewon Kim,

Sungyong Baik,

Myungsub Choi,

Janghoon Choi,

Kyoung Mu Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Heewon and Baik, Sungyong and Choi, Myungsub and Choi, Janghoon and Lee, Kyoung Mu}, title = {Searching for Controllable Image Restoration Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14234-14243} }

Cross-Category Video Highlight Detection via Set-Based Learning

Minghao Xu,

Hang Wang,

Bingbing Ni,

Riheng Zhu,

Zhenbang Sun,

Changhu Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Minghao and Wang, Hang and Ni, Bingbing and Zhu, Riheng and Sun, Zhenbang and Wang, Changhu}, title = {Cross-Category Video Highlight Detection via Set-Based Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7970-7979} }

Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion

Tao Liang,

Guosheng Lin,

Lei Feng,

Yan Zhang,

Fengmao Lv

[pdf] [supp]

[bibtex]

@InProceedings{Liang_2021_ICCV, author = {Liang, Tao and Lin, Guosheng and Feng, Lei and Zhang, Yan and Lv, Fengmao}, title = {Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8148-8156} }

Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment

Ruixing Wang,

Xiaogang Xu,

Chi-Wing Fu,

Jiangbo Lu,

Bei Yu,

Jiaya Jia

[pdf]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ruixing and Xu, Xiaogang and Fu, Chi-Wing and Lu, Jiangbo and Yu, Bei and Jia, Jiaya}, title = {Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9700-9709} }

AdvRush: Searching for Adversarially Robust Neural Architectures

Jisoo Mok,

Byunggook Na,

Hyeokjun Choe,

Sungroh Yoon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mok_2021_ICCV, author = {Mok, Jisoo and Na, Byunggook and Choe, Hyeokjun and Yoon, Sungroh}, title = {AdvRush: Searching for Adversarially Robust Neural Architectures}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12322-12332} }

Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

Guangyao Chen,

Peixi Peng,

Li Ma,

Jia Li,

Lin Du,

Yonghong Tian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Guangyao and Peng, Peixi and Ma, Li and Li, Jia and Du, Lin and Tian, Yonghong}, title = {Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {458-467} }

Mean Shift for Self-Supervised Learning

Soroush Abbasi Koohpayegani,

Ajinkya Tejankar,

Hamed Pirsiavash

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Koohpayegani_2021_ICCV, author = {Koohpayegani, Soroush Abbasi and Tejankar, Ajinkya and Pirsiavash, Hamed}, title = {Mean Shift for Self-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10326-10335} }

Speech Drives Templates: Co-Speech Gesture Synthesis With Learned Templates

Shenhan Qian,

Zhi Tu,

Yihao Zhi,

Wen Liu,

Shenghua Gao

[pdf] [arXiv]

[bibtex]

@InProceedings{Qian_2021_ICCV, author = {Qian, Shenhan and Tu, Zhi and Zhi, Yihao and Liu, Wen and Gao, Shenghua}, title = {Speech Drives Templates: Co-Speech Gesture Synthesis With Learned Templates}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11077-11086} }

Improving Robustness Against Common Corruptions With Frequency Biased Models

Tonmoy Saikia,

Cordelia Schmid,

Thomas Brox

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Saikia_2021_ICCV, author = {Saikia, Tonmoy and Schmid, Cordelia and Brox, Thomas}, title = {Improving Robustness Against Common Corruptions With Frequency Biased Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10211-10220} }

AdvDrop: Adversarial Attack to DNNs by Dropping Information

Ranjie Duan,

Yuefeng Chen,

Dantong Niu,

Yun Yang,

A. K. Qin,

Yuan He

[pdf] [arXiv]

[bibtex]

@InProceedings{Duan_2021_ICCV, author = {Duan, Ranjie and Chen, Yuefeng and Niu, Dantong and Yang, Yun and Qin, A. K. and He, Yuan}, title = {AdvDrop: Adversarial Attack to DNNs by Dropping Information}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7506-7515} }

HuMoR: 3D Human Motion Model for Robust Pose Estimation

Davis Rempe,

Tolga Birdal,

Aaron Hertzmann,

Jimei Yang,

Srinath Sridhar,

Leonidas J. Guibas

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rempe_2021_ICCV, author = {Rempe, Davis and Birdal, Tolga and Hertzmann, Aaron and Yang, Jimei and Sridhar, Srinath and Guibas, Leonidas J.}, title = {HuMoR: 3D Human Motion Model for Robust Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11488-11499} }

Class Semantics-Based Attention for Action Detection

Deepak Sridhar,

Niamul Quader,

Srikanth Muralidharan,

Yaoxin Li,

Peng Dai,

Juwei Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sridhar_2021_ICCV, author = {Sridhar, Deepak and Quader, Niamul and Muralidharan, Srikanth and Li, Yaoxin and Dai, Peng and Lu, Juwei}, title = {Class Semantics-Based Attention for Action Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13739-13748} }

Adaptive Graph Convolution for Point Cloud Analysis

Haoran Zhou,

Yidan Feng,

Mingsheng Fang,

Mingqiang Wei,

Jing Qin,

Tong Lu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhou_2021_ICCV, author = {Zhou, Haoran and Feng, Yidan and Fang, Mingsheng and Wei, Mingqiang and Qin, Jing and Lu, Tong}, title = {Adaptive Graph Convolution for Point Cloud Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4965-4974} }

Adversarial Attack on Deep Cross-Modal Hamming Retrieval

Chao Li,

Shangqian Gao,

Cheng Deng,

Wei Liu,

Heng Huang

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Chao and Gao, Shangqian and Deng, Cheng and Liu, Wei and Huang, Heng}, title = {Adversarial Attack on Deep Cross-Modal Hamming Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2218-2227} }

UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching

Yamin Mao,

Zhihua Liu,

Weiming Li,

Yuchao Dai,

Qiang Wang,

Yun-Tae Kim,

Hong-Seok Lee

[pdf] [supp]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Yamin and Liu, Zhihua and Li, Weiming and Dai, Yuchao and Wang, Qiang and Kim, Yun-Tae and Lee, Hong-Seok}, title = {UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6311-6319} }

Minimal Adversarial Examples for Deep Learning on 3D Point Clouds

Jaeyeon Kim,

Binh-Son Hua,

Thanh Nguyen,

Sai-Kit Yeung

[pdf] [arXiv]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Jaeyeon and Hua, Binh-Son and Nguyen, Thanh and Yeung, Sai-Kit}, title = {Minimal Adversarial Examples for Deep Learning on 3D Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7797-7806} }

MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

Yixuan Li,

Lei Chen,

Runyu He,

Zhenzhi Wang,

Gangshan Wu,

Limin Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yixuan and Chen, Lei and He, Runyu and Wang, Zhenzhi and Wu, Gangshan and Wang, Limin}, title = {MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13536-13545} }

Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation

Victor Besnier,

Andrei Bursuc,

David Picard,

Alexandre Briot

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Besnier_2021_ICCV, author = {Besnier, Victor and Bursuc, Andrei and Picard, David and Briot, Alexandre}, title = {Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15701-15710} }

Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration

Soroush Seifi,

Abhishek Jha,

Tinne Tuytelaars

[pdf] [supp]

[bibtex]

@InProceedings{Seifi_2021_ICCV, author = {Seifi, Soroush and Jha, Abhishek and Tuytelaars, Tinne}, title = {Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16137-16146} }

Field Convolutions for Surface CNNs

Thomas W. Mitchel,

Vladimir G. Kim,

Michael Kazhdan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mitchel_2021_ICCV, author = {Mitchel, Thomas W. and Kim, Vladimir G. and Kazhdan, Michael}, title = {Field Convolutions for Surface CNNs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10001-10011} }

SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks

Zoe Landgraf,

Raluca Scona,

Tristan Laidlow,

Stephen James,

Stefan Leutenegger,

Andrew J. Davison

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Landgraf_2021_ICCV, author = {Landgraf, Zoe and Scona, Raluca and Laidlow, Tristan and James, Stephen and Leutenegger, Stefan and Davison, Andrew J.}, title = {SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13012-13022} }

Weakly Supervised Person Search With Region Siamese Networks

Chuchu Han,

Kai Su,

Dongdong Yu,

Zehuan Yuan,

Changxin Gao,

Nong Sang,

Yi Yang,

Changhu Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Han_2021_ICCV, author = {Han, Chuchu and Su, Kai and Yu, Dongdong and Yuan, Zehuan and Gao, Changxin and Sang, Nong and Yang, Yi and Wang, Changhu}, title = {Weakly Supervised Person Search With Region Siamese Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12006-12015} }

Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation

Haoang Li,

Kai Chen,

Pyojin Kim,

Kuk-Jin Yoon,

Zhe Liu,

Kyungdon Joo,

Yun-Hui Liu

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Haoang and Chen, Kai and Kim, Pyojin and Yoon, Kuk-Jin and Liu, Zhe and Joo, Kyungdon and Liu, Yun-Hui}, title = {Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5661-5670} }

Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks

Wei Fang,

Zhaofei Yu,

Yanqi Chen,

Timothée Masquelier,

Tiejun Huang,

Yonghong Tian

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Wei and Yu, Zhaofei and Chen, Yanqi and Masquelier, Timoth\'ee and Huang, Tiejun and Tian, Yonghong}, title = {Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2661-2671} }

Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform

Jianping Wu,

Liang Zhang,

Ye Liu,

Ke Chen

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Jianping and Zhang, Liang and Liu, Ye and Chen, Ke}, title = {Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3732-3741} }

Pose Invariant Topological Memory for Visual Navigation

Asuto Taniguchi,

Fumihiro Sasaki,

Ryota Yamashina

[pdf] [supp]

[bibtex]

@InProceedings{Taniguchi_2021_ICCV, author = {Taniguchi, Asuto and Sasaki, Fumihiro and Yamashina, Ryota}, title = {Pose Invariant Topological Memory for Visual Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15384-15393} }

Shape Self-Correction for Unsupervised Point Cloud Understanding

Ye Chen,

Jinxian Liu,

Bingbing Ni,

Hang Wang,

Jiancheng Yang,

Ning Liu,

Teng Li,

Qi Tian

[pdf]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Ye and Liu, Jinxian and Ni, Bingbing and Wang, Hang and Yang, Jiancheng and Liu, Ning and Li, Teng and Tian, Qi}, title = {Shape Self-Correction for Unsupervised Point Cloud Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8382-8391} }

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Yuval Alaluf,

Or Patashnik,

Daniel Cohen-Or

[pdf] [supp]

[bibtex]

@InProceedings{Alaluf_2021_ICCV, author = {Alaluf, Yuval and Patashnik, Or and Cohen-Or, Daniel}, title = {ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6711-6720} }

Low-Rank Tensor Completion by Approximating the Tensor Average Rank

Zhanliang Wang,

Junyu Dong,

Xinguo Liu,

Xueying Zeng

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhanliang and Dong, Junyu and Liu, Xinguo and Zeng, Xueying}, title = {Low-Rank Tensor Completion by Approximating the Tensor Average Rank}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4612-4620} }

Dissecting Image Crops

Basile Van Hoorick,

Carl Vondrick

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Van_Hoorick_2021_ICCV, author = {Van Hoorick, Basile and Vondrick, Carl}, title = {Dissecting Image Crops}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9741-9750} }

Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes

Mingjun Yin,

Shasha Li,

Zikui Cai,

Chengyu Song,

M. Salman Asif,

Amit K. Roy-Chowdhury,

Srikanth V. Krishnamurthy

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yin_2021_ICCV, author = {Yin, Mingjun and Li, Shasha and Cai, Zikui and Song, Chengyu and Asif, M. Salman and Roy-Chowdhury, Amit K. and Krishnamurthy, Srikanth V.}, title = {Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7858-7867} }

Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation

Yuanyi Zhong,

Bodi Yuan,

Hong Wu,

Zhiqiang Yuan,

Jian Peng,

Yu-Xiong Wang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhong_2021_ICCV, author = {Zhong, Yuanyi and Yuan, Bodi and Wu, Hong and Yuan, Zhiqiang and Peng, Jian and Wang, Yu-Xiong}, title = {Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7273-7282} }

Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation

Sanghun Jung,

Jungsoo Lee,

Daehoon Gwak,

Sungha Choi,

Jaegul Choo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jung_2021_ICCV, author = {Jung, Sanghun and Lee, Jungsoo and Gwak, Daehoon and Choi, Sungha and Choo, Jaegul}, title = {Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15425-15434} }

SIGNET: Efficient Neural Representation for Light Fields

Brandon Yushan Feng,

Amitabh Varshney

[pdf] [supp]

[bibtex]

@InProceedings{Feng_2021_ICCV, author = {Feng, Brandon Yushan and Varshney, Amitabh}, title = {SIGNET: Efficient Neural Representation for Light Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14224-14233} }

Cross-Descriptor Visual Localization and Mapping

Mihai Dusmanu,

Ondrej Miksik,

Johannes L. Schönberger,

Marc Pollefeys

[pdf] [supp]

[bibtex]

@InProceedings{Dusmanu_2021_ICCV, author = {Dusmanu, Mihai and Miksik, Ondrej and Sch\"onberger, Johannes L. and Pollefeys, Marc}, title = {Cross-Descriptor Visual Localization and Mapping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6058-6067} }

Understanding and Evaluating Racial Biases in Image Captioning

Dora Zhao,

Angelina Wang,

Olga Russakovsky

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Dora and Wang, Angelina and Russakovsky, Olga}, title = {Understanding and Evaluating Racial Biases in Image Captioning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14830-14840} }

Panoptic Narrative Grounding

Cristina González,

Nicolás Ayobi,

Isabela Hernández,

José Hernández,

Jordi Pont-Tuset,

Pablo Arbeláez

[pdf] [supp]

[bibtex]

@InProceedings{Gonzalez_2021_ICCV, author = {Gonz\'alez, Cristina and Ayobi, Nicol\'as and Hern\'andez, Isabela and Hern\'andez, Jos\'e and Pont-Tuset, Jordi and Arbel\'aez, Pablo}, title = {Panoptic Narrative Grounding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1364-1373} }

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning

Yu Tian,

Guansong Pang,

Yuanhong Chen,

Rajvinder Singh,

Johan W. Verjans,

Gustavo Carneiro

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tian_2021_ICCV, author = {Tian, Yu and Pang, Guansong and Chen, Yuanhong and Singh, Rajvinder and Verjans, Johan W. and Carneiro, Gustavo}, title = {Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4975-4986} }

Learning an Augmented RGB Representation With Cross-Modal Knowledge Distillation for Action Detection

Rui Dai,

Srijan Das,

François Bremond

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dai_2021_ICCV, author = {Dai, Rui and Das, Srijan and Bremond, Fran\c{c}ois}, title = {Learning an Augmented RGB Representation With Cross-Modal Knowledge Distillation for Action Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13053-13064} }

VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers

Shichen Liu,

Yichao Zhou,

Yajie Zhao

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Shichen and Zhou, Yichao and Zhao, Yajie}, title = {VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12859-12868} }

Deep Survival Analysis With Longitudinal X-Rays for COVID-19

Michelle Shu,

Richard Strong Bowen,

Charles Herrmann,

Gengmo Qi,

Michele Santacatterina,

Ramin Zabih

[pdf] [supp]

[bibtex]

@InProceedings{Shu_2021_ICCV, author = {Shu, Michelle and Bowen, Richard Strong and Herrmann, Charles and Qi, Gengmo and Santacatterina, Michele and Zabih, Ramin}, title = {Deep Survival Analysis With Longitudinal X-Rays for COVID-19}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4046-4055} }

Cluster-Promoting Quantization With Bit-Drop for Minimizing Network Quantization Loss

Jung Hyun Lee,

Jihun Yun,

Sung Ju Hwang,

Eunho Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Jung Hyun and Yun, Jihun and Hwang, Sung Ju and Yang, Eunho}, title = {Cluster-Promoting Quantization With Bit-Drop for Minimizing Network Quantization Loss}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5370-5379} }

Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams

Matthias De Lange,

Tinne Tuytelaars

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{De_Lange_2021_ICCV, author = {De Lange, Matthias and Tuytelaars, Tinne}, title = {Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8250-8259} }

Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning

Michalis Lazarou,

Tania Stathaki,

Yannis Avrithis

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lazarou_2021_ICCV, author = {Lazarou, Michalis and Stathaki, Tania and Avrithis, Yannis}, title = {Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8751-8760} }

Striking a Balance Between Stability and Plasticity for Class-Incremental Learning

Guile Wu,

Shaogang Gong,

Pan Li

[pdf]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Guile and Gong, Shaogang and Li, Pan}, title = {Striking a Balance Between Stability and Plasticity for Class-Incremental Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1124-1133} }

Few-Shot and Continual Learning With Attentive Independent Mechanisms

Eugene Lee,

Cheng-Han Huang,

Chen-Yi Lee

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Eugene and Huang, Cheng-Han and Lee, Chen-Yi}, title = {Few-Shot and Continual Learning With Attentive Independent Mechanisms}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9455-9464} }

Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning

Junkai Huang,

Chaowei Fang,

Weikai Chen,

Zhenhua Chai,

Xiaolin Wei,

Pengxu Wei,

Liang Lin,

Guanbin Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Junkai and Fang, Chaowei and Chen, Weikai and Chai, Zhenhua and Wei, Xiaolin and Wei, Pengxu and Lin, Liang and Li, Guanbin}, title = {Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8310-8319} }

AdaFit: Rethinking Learning-Based Normal Estimation on Point Clouds

Runsong Zhu,

Yuan Liu,

Zhen Dong,

Yuan Wang,

Tengping Jiang,

Wenping Wang,

Bisheng Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Runsong and Liu, Yuan and Dong, Zhen and Wang, Yuan and Jiang, Tengping and Wang, Wenping and Yang, Bisheng}, title = {AdaFit: Rethinking Learning-Based Normal Estimation on Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6118-6127} }

Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark

Kun Wang,

Zhenyu Zhang,

Zhiqiang Yan,

Xiang Li,

Baobei Xu,

Jun Li,

Jian Yang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Kun and Zhang, Zhenyu and Yan, Zhiqiang and Li, Xiang and Xu, Baobei and Li, Jun and Yang, Jian}, title = {Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16055-16064} }

Occluded Person Re-Identification With Single-Scale Global Representations

Cheng Yan,

Guansong Pang,

Jile Jiao,

Xiao Bai,

Xuetao Feng,

Chunhua Shen

[pdf] [supp]

[bibtex]

@InProceedings{Yan_2021_ICCV, author = {Yan, Cheng and Pang, Guansong and Jiao, Jile and Bai, Xiao and Feng, Xuetao and Shen, Chunhua}, title = {Occluded Person Re-Identification With Single-Scale Global Representations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11875-11884} }

Nerfies: Deformable Neural Radiance Fields

Keunhong Park,

Utkarsh Sinha,

Jonathan T. Barron,

Sofien Bouaziz,

Dan B Goldman,

Steven M. Seitz,

Ricardo Martin-Brualla

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Keunhong and Sinha, Utkarsh and Barron, Jonathan T. and Bouaziz, Sofien and Goldman, Dan B and Seitz, Steven M. and Martin-Brualla, Ricardo}, title = {Nerfies: Deformable Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5865-5874} }

Towards Novel Target Discovery Through Open-Set Domain Adaptation

Taotao Jing,

Hongfu Liu,

Zhengming Ding

[pdf] [arXiv]

[bibtex]

@InProceedings{Jing_2021_ICCV, author = {Jing, Taotao and Liu, Hongfu and Ding, Zhengming}, title = {Towards Novel Target Discovery Through Open-Set Domain Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9322-9331} }

Interpretable Visual Reasoning via Induced Symbolic Space

Zhonghao Wang,

Kai Wang,

Mo Yu,

Jinjun Xiong,

Wen-mei Hwu,

Mark Hasegawa-Johnson,

Humphrey Shi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Zhonghao and Wang, Kai and Yu, Mo and Xiong, Jinjun and Hwu, Wen-mei and Hasegawa-Johnson, Mark and Shi, Humphrey}, title = {Interpretable Visual Reasoning via Induced Symbolic Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1878-1887} }

Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation

Yunfei Liu,

Ruicong Liu,

Haofei Wang,

Feng Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Yunfei and Liu, Ruicong and Wang, Haofei and Lu, Feng}, title = {Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3835-3844} }

Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism

Wentao Jiang,

Ning Xu,

Jiayun Wang,

Chen Gao,

Jing Shi,

Zhe Lin,

Si Liu

[pdf] [supp]

[bibtex]

@InProceedings{Jiang_2021_ICCV, author = {Jiang, Wentao and Xu, Ning and Wang, Jiayun and Gao, Chen and Shi, Jing and Lin, Zhe and Liu, Si}, title = {Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2115-2124} }

BioFors: A Large Biomedical Image Forensics Dataset

Ekraam Sabir,

Soumyaroop Nandi,

Wael Abd-Almageed,

Prem Natarajan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sabir_2021_ICCV, author = {Sabir, Ekraam and Nandi, Soumyaroop and Abd-Almageed, Wael and Natarajan, Prem}, title = {BioFors: A Large Biomedical Image Forensics Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10963-10973} }

DAM: Discrepancy Alignment Metric for Face Recognition

Jiaheng Liu,

Yudong Wu,

Yichao Wu,

Chuming Li,

Xiaolin Hu,

Ding Liang,

Mengyu Wang

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Jiaheng and Wu, Yudong and Wu, Yichao and Li, Chuming and Hu, Xiaolin and Liang, Ding and Wang, Mengyu}, title = {DAM: Discrepancy Alignment Metric for Face Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3814-3823} }

Structure-Transformed Texture-Enhanced Network for Person Image Synthesis

Munan Xu,

Yuanqi Chen,

Shan Liu,

Thomas H. Li,

Ge Li

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Munan and Chen, Yuanqi and Liu, Shan and Li, Thomas H. and Li, Ge}, title = {Structure-Transformed Texture-Enhanced Network for Person Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13859-13868} }

RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions

Sung-En Chang,

Yanyu Li,

Mengshu Sun,

Weiwen Jiang,

Sijia Liu,

Yanzhi Wang,

Xue Lin

[pdf]

[bibtex]

@InProceedings{Chang_2021_ICCV, author = {Chang, Sung-En and Li, Yanyu and Sun, Mengshu and Jiang, Weiwen and Liu, Sijia and Wang, Yanzhi and Lin, Xue}, title = {RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5251-5260} }

Robust Small-Scale Pedestrian Detection With Cued Recall via Memory Learning

Jung Uk Kim,

Sungjune Park,

Yong Man Ro

[pdf] [supp]

[bibtex]

@InProceedings{Kim_2021_ICCV, author = {Kim, Jung Uk and Park, Sungjune and Ro, Yong Man}, title = {Robust Small-Scale Pedestrian Detection With Cued Recall via Memory Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3050-3059} }

RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting

Jiachen Li,

Fan Yang,

Hengbo Ma,

Srikanth Malla,

Masayoshi Tomizuka,

Chiho Choi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jiachen and Yang, Fan and Ma, Hengbo and Malla, Srikanth and Tomizuka, Masayoshi and Choi, Chiho}, title = {RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16096-16106} }

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images

Richard J. Chen,

Ming Y. Lu,

Wei-Hung Weng,

Tiffany Y. Chen,

Drew F.K. Williamson,

Trevor Manz,

Maha Shady,

Faisal Mahmood

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Richard J. and Lu, Ming Y. and Weng, Wei-Hung and Chen, Tiffany Y. and Williamson, Drew F.K. and Manz, Trevor and Shady, Maha and Mahmood, Faisal}, title = {Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4015-4025} }

AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Zongdai Liu,

Dingfu Zhou,

Feixiang Lu,

Jin Fang,

Liangjun Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Zongdai and Zhou, Dingfu and Lu, Feixiang and Fang, Jin and Zhang, Liangjun}, title = {AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15641-15650} }

Coarsely-Labeled Data for Better Few-Shot Transfer

Cheng Perng Phoo,

Bharath Hariharan

[pdf] [supp]

[bibtex]

@InProceedings{Phoo_2021_ICCV, author = {Phoo, Cheng Perng and Hariharan, Bharath}, title = {Coarsely-Labeled Data for Better Few-Shot Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9052-9061} }

Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density

Kuniaki Saito,

Donghyun Kim,

Piotr Teterwak,

Stan Sclaroff,

Trevor Darrell,

Kate Saenko

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Saito_2021_ICCV, author = {Saito, Kuniaki and Kim, Donghyun and Teterwak, Piotr and Sclaroff, Stan and Darrell, Trevor and Saenko, Kate}, title = {Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9184-9193} }

Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point

Fangxin Liu,

Wenbo Zhao,

Zhezhi He,

Yanzhi Wang,

Zongwu Wang,

Changzhi Dai,

Xiaoyao Liang,

Li Jiang

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Fangxin and Zhao, Wenbo and He, Zhezhi and Wang, Yanzhi and Wang, Zongwu and Dai, Changzhi and Liang, Xiaoyao and Jiang, Li}, title = {Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5281-5290} }

Emerging Properties in Self-Supervised Vision Transformers

Mathilde Caron,

Hugo Touvron,

Ishan Misra,

Hervé Jégou,

Julien Mairal,

Piotr Bojanowski,

Armand Joulin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Caron_2021_ICCV, author = {Caron, Mathilde and Touvron, Hugo and Misra, Ishan and J\'egou, Herv\'e and Mairal, Julien and Bojanowski, Piotr and Joulin, Armand}, title = {Emerging Properties in Self-Supervised Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9650-9660} }

Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks

Congcong Zhu,

Xiaoqiang Li,

Jide Li,

Songmin Dai

[pdf] [supp]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Congcong and Li, Xiaoqiang and Li, Jide and Dai, Songmin}, title = {Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11751-11760} }

DeepPanoContext: Panoramic 3D Scene Understanding With Holistic Scene Context Graph and Relation-Based Optimization

Cheng Zhang,

Zhaopeng Cui,

Cai Chen,

Shuaicheng Liu,

Bing Zeng,

Hujun Bao,

Yinda Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Cheng and Cui, Zhaopeng and Chen, Cai and Liu, Shuaicheng and Zeng, Bing and Bao, Hujun and Zhang, Yinda}, title = {DeepPanoContext: Panoramic 3D Scene Understanding With Holistic Scene Context Graph and Relation-Based Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12632-12641} }

Multi-View Radar Semantic Segmentation

Arthur Ouaknine,

Alasdair Newson,

Patrick Pérez,

Florence Tupin,

Julien Rebut

[pdf] [supp]

[bibtex]

@InProceedings{Ouaknine_2021_ICCV, author = {Ouaknine, Arthur and Newson, Alasdair and P\'erez, Patrick and Tupin, Florence and Rebut, Julien}, title = {Multi-View Radar Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15671-15680} }

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation

Jinyu Yang,

Chunyuan Li,

Weizhi An,

Hehuan Ma,

Yuzhi Guo,

Yu Rong,

Peilin Zhao,

Junzhou Huang

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Jinyu and Li, Chunyuan and An, Weizhi and Ma, Hehuan and Guo, Yuzhi and Rong, Yu and Zhao, Peilin and Huang, Junzhou}, title = {Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9194-9203} }

Interpretable Image Recognition by Constructing Transparent Embedding Space

Jiaqi Wang,

Huafeng Liu,

Xinyue Wang,

Liping Jing

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Jiaqi and Liu, Huafeng and Wang, Xinyue and Jing, Liping}, title = {Interpretable Image Recognition by Constructing Transparent Embedding Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {895-904} }

Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces

Ali Cheraghian,

Shafin Rahman,

Sameera Ramasinghe,

Pengfei Fang,

Christian Simon,

Lars Petersson,

Mehrtash Harandi

[pdf]

[bibtex]

@InProceedings{Cheraghian_2021_ICCV, author = {Cheraghian, Ali and Rahman, Shafin and Ramasinghe, Sameera and Fang, Pengfei and Simon, Christian and Petersson, Lars and Harandi, Mehrtash}, title = {Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8661-8670} }

Pyramid Point Cloud Transformer for Large-Scale Place Recognition

Le Hui,

Hang Yang,

Mingmei Cheng,

Jin Xie,

Jian Yang

[pdf]

[bibtex]

@InProceedings{Hui_2021_ICCV, author = {Hui, Le and Yang, Hang and Cheng, Mingmei and Xie, Jin and Yang, Jian}, title = {Pyramid Point Cloud Transformer for Large-Scale Place Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6098-6107} }

Interpreting Attributions and Interactions of Adversarial Attacks

Xin Wang,

Shuyun Lin,

Hao Zhang,

Yufei Zhu,

Quanshi Zhang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Xin and Lin, Shuyun and Zhang, Hao and Zhu, Yufei and Zhang, Quanshi}, title = {Interpreting Attributions and Interactions of Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1095-1104} }

Neural Photofit: Gaze-Based Mental Image Reconstruction

Florian Strohm,

Ekta Sood,

Sven Mayer,

Philipp Müller,

Mihai Bâce,

Andreas Bulling

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Strohm_2021_ICCV, author = {Strohm, Florian and Sood, Ekta and Mayer, Sven and M\"uller, Philipp and B\^ace, Mihai and Bulling, Andreas}, title = {Neural Photofit: Gaze-Based Mental Image Reconstruction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {245-254} }

Efficient and Differentiable Shadow Computation for Inverse Problems

Linjie Lyu,

Marc Habermann,

Lingjie Liu,

Mallikarjun B R,

Ayush Tewari,

Christian Theobalt

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lyu_2021_ICCV, author = {Lyu, Linjie and Habermann, Marc and Liu, Lingjie and R, Mallikarjun B and Tewari, Ayush and Theobalt, Christian}, title = {Efficient and Differentiable Shadow Computation for Inverse Problems}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13107-13116} }

Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data

Ning Yu,

Vladislav Skripniuk,

Sahar Abdelnabi,

Mario Fritz

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Ning and Skripniuk, Vladislav and Abdelnabi, Sahar and Fritz, Mario}, title = {Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14448-14457} }

TokenPose: Learning Keypoint Tokens for Human Pose Estimation

Yanjie Li,

Shoukui Zhang,

Zhicheng Wang,

Sen Yang,

Wankou Yang,

Shu-Tao Xia,

Erjin Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yanjie and Zhang, Shoukui and Wang, Zhicheng and Yang, Sen and Yang, Wankou and Xia, Shu-Tao and Zhou, Erjin}, title = {TokenPose: Learning Keypoint Tokens for Human Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11313-11322} }

Disentangled Lifespan Face Synthesis

Sen He,

Wentong Liao,

Michael Ying Yang,

Yi-Zhe Song,

Bodo Rosenhahn,

Tao Xiang

[pdf] [arXiv]

[bibtex]

@InProceedings{He_2021_ICCV, author = {He, Sen and Liao, Wentong and Yang, Michael Ying and Song, Yi-Zhe and Rosenhahn, Bodo and Xiang, Tao}, title = {Disentangled Lifespan Face Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3877-3886} }

Dual Transfer Learning for Event-Based End-Task Prediction via Pluggable Event to Image Translation

Lin Wang,

Yujeong Chae,

Kuk-Jin Yoon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Lin and Chae, Yujeong and Yoon, Kuk-Jin}, title = {Dual Transfer Learning for Event-Based End-Task Prediction via Pluggable Event to Image Translation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2135-2145} }

Exploration and Estimation for Model Compression

Yanfu Zhang,

Shangqian Gao,

Heng Huang

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Yanfu and Gao, Shangqian and Huang, Heng}, title = {Exploration and Estimation for Model Compression}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {487-496} }

Task Switching Network for Multi-Task Learning

Guolei Sun,

Thomas Probst,

Danda Pani Paudel,

Nikola Popović,

Menelaos Kanakis,

Jagruti Patel,

Dengxin Dai,

Luc Van Gool

[pdf] [supp]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Guolei and Probst, Thomas and Paudel, Danda Pani and Popovi\'c, Nikola and Kanakis, Menelaos and Patel, Jagruti and Dai, Dengxin and Van Gool, Luc}, title = {Task Switching Network for Multi-Task Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8291-8300} }

Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations

Dat Huynh,

Ehsan Elhamifar

[pdf] [supp]

[bibtex]

@InProceedings{Huynh_2021_ICCV, author = {Huynh, Dat and Elhamifar, Ehsan}, title = {Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8472-8483} }

Unsupervised Point Cloud Pre-Training via Occlusion Completion

Hanchen Wang,

Qi Liu,

Xiangyu Yue,

Joan Lasenby,

Matt J. Kusner

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Hanchen and Liu, Qi and Yue, Xiangyu and Lasenby, Joan and Kusner, Matt J.}, title = {Unsupervised Point Cloud Pre-Training via Occlusion Completion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9782-9792} }

Structure-From-Sherds: Incremental 3D Reassembly of Axially Symmetric Pots From Unordered and Mixed Fragment Collections

Je Hyeong Hong,

Seong Jong Yoo,

Muhammad Arshad Zeeshan,

Young Min Kim,

Jinwook Kim

[pdf] [supp]

[bibtex]

@InProceedings{Hong_2021_ICCV, author = {Hong, Je Hyeong and Yoo, Seong Jong and Zeeshan, Muhammad Arshad and Kim, Young Min and Kim, Jinwook}, title = {Structure-From-Sherds: Incremental 3D Reassembly of Axially Symmetric Pots From Unordered and Mixed Fragment Collections}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5443-5451} }

Towards Vivid and Diverse Image Colorization With Generative Color Prior

Yanze Wu,

Xintao Wang,

Yu Li,

Honglun Zhang,

Xun Zhao,

Ying Shan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Yanze and Wang, Xintao and Li, Yu and Zhang, Honglun and Zhao, Xun and Shan, Ying}, title = {Towards Vivid and Diverse Image Colorization With Generative Color Prior}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14377-14386} }

Asymmetric Loss for Multi-Label Classification

Tal Ridnik,

Emanuel Ben-Baruch,

Nadav Zamir,

Asaf Noy,

Itamar Friedman,

Matan Protter,

Lihi Zelnik-Manor

[pdf] [supp]

[bibtex]

@InProceedings{Ridnik_2021_ICCV, author = {Ridnik, Tal and Ben-Baruch, Emanuel and Zamir, Nadav and Noy, Asaf and Friedman, Itamar and Protter, Matan and Zelnik-Manor, Lihi}, title = {Asymmetric Loss for Multi-Label Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {82-91} }

The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory

Sai Saketh Rambhatla,

Rama Chellappa,

Abhinav Shrivastava

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rambhatla_2021_ICCV, author = {Rambhatla, Sai Saketh and Chellappa, Rama and Shrivastava, Abhinav}, title = {The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9153-9163} }

Unconditional Scene Graph Generation

Sarthak Garg,

Helisa Dhamo,

Azade Farshad,

Sabrina Musatian,

Nassir Navab,

Federico Tombari

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Garg_2021_ICCV, author = {Garg, Sarthak and Dhamo, Helisa and Farshad, Azade and Musatian, Sabrina and Navab, Nassir and Tombari, Federico}, title = {Unconditional Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16362-16371} }

Unified Graph Structured Models for Video Understanding

Anurag Arnab,

Chen Sun,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Arnab_2021_ICCV, author = {Arnab, Anurag and Sun, Chen and Schmid, Cordelia}, title = {Unified Graph Structured Models for Video Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8117-8126} }

Minimal Cases for Computing the Generalized Relative Pose Using Affine Correspondences

Banglei Guan,

Ji Zhao,

Daniel Barath,

Friedrich Fraundorfer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guan_2021_ICCV, author = {Guan, Banglei and Zhao, Ji and Barath, Daniel and Fraundorfer, Friedrich}, title = {Minimal Cases for Computing the Generalized Relative Pose Using Affine Correspondences}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6068-6077} }

Towards Efficient Graph Convolutional Networks for Point Cloud Handling

Yawei Li,

He Chen,

Zhaopeng Cui,

Radu Timofte,

Marc Pollefeys,

Gregory S. Chirikjian,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yawei and Chen, He and Cui, Zhaopeng and Timofte, Radu and Pollefeys, Marc and Chirikjian, Gregory S. and Van Gool, Luc}, title = {Towards Efficient Graph Convolutional Networks for Point Cloud Handling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3752-3762} }

Gait Recognition in the Wild: A Benchmark

Zheng Zhu,

Xianda Guo,

Tian Yang,

Junjie Huang,

Jiankang Deng,

Guan Huang,

Dalong Du,

Jiwen Lu,

Jie Zhou

[pdf]

[bibtex]

@InProceedings{Zhu_2021_ICCV, author = {Zhu, Zheng and Guo, Xianda and Yang, Tian and Huang, Junjie and Deng, Jiankang and Huang, Guan and Du, Dalong and Lu, Jiwen and Zhou, Jie}, title = {Gait Recognition in the Wild: A Benchmark}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14789-14799} }

Structured Bird's-Eye-View Traffic Scene Understanding From Onboard Images

Yigit Baran Can,

Alexander Liniger,

Danda Pani Paudel,

Luc Van Gool

[pdf] [supp]

[bibtex]

@InProceedings{Can_2021_ICCV, author = {Can, Yigit Baran and Liniger, Alexander and Paudel, Danda Pani and Van Gool, Luc}, title = {Structured Bird's-Eye-View Traffic Scene Understanding From Onboard Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15661-15670} }

MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

Matteo Fabbri,

Guillem Brasó,

Gianluca Maugeri,

Orcun Cetintas,

Riccardo Gasparini,

Aljoša Ošep,

Simone Calderara,

Laura Leal-Taixé,

Rita Cucchiara

[pdf] [supp]

[bibtex]

@InProceedings{Fabbri_2021_ICCV, author = {Fabbri, Matteo and Bras\'o, Guillem and Maugeri, Gianluca and Cetintas, Orcun and Gasparini, Riccardo and O\v{s}ep, Aljo\v{s}a and Calderara, Simone and Leal-Taix\'e, Laura and Cucchiara, Rita}, title = {MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10849-10859} }

MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans

Sinisa Stekovic,

Mahdi Rad,

Friedrich Fraundorfer,

Vincent Lepetit

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Stekovic_2021_ICCV, author = {Stekovic, Sinisa and Rad, Mahdi and Fraundorfer, Friedrich and Lepetit, Vincent}, title = {MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {16034-16043} }

Relaxed Transformer Decoders for Direct Action Proposal Generation

Jing Tan,

Jiaqi Tang,

Limin Wang,

Gangshan Wu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Tan_2021_ICCV, author = {Tan, Jing and Tang, Jiaqi and Wang, Limin and Wu, Gangshan}, title = {Relaxed Transformer Decoders for Direct Action Proposal Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13526-13535} }

D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations

Sanath Narayan,

Hisham Cholakkal,

Munawar Hayat,

Fahad Shahbaz Khan,

Ming-Hsuan Yang,

Ling Shao

[pdf] [supp]

[bibtex]

@InProceedings{Narayan_2021_ICCV, author = {Narayan, Sanath and Cholakkal, Hisham and Hayat, Munawar and Khan, Fahad Shahbaz and Yang, Ming-Hsuan and Shao, Ling}, title = {D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13608-13617} }

Auto Graph Encoder-Decoder for Neural Network Pruning

Sixing Yu,

Arya Mazaheri,

Ali Jannesari

[pdf]

[bibtex]

@InProceedings{Yu_2021_ICCV, author = {Yu, Sixing and Mazaheri, Arya and Jannesari, Ali}, title = {Auto Graph Encoder-Decoder for Neural Network Pruning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6362-6372} }

Adaptive Surface Reconstruction With Multiscale Convolutional Kernels

Benjamin Ummenhofer,

Vladlen Koltun

[pdf] [supp]

[bibtex]

@InProceedings{Ummenhofer_2021_ICCV, author = {Ummenhofer, Benjamin and Koltun, Vladlen}, title = {Adaptive Surface Reconstruction With Multiscale Convolutional Kernels}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5651-5660} }

Localized Simple Multiple Kernel K-Means

Xinwang Liu,

Sihang Zhou,

Li Liu,

Chang Tang,

Siwei Wang,

Jiyuan Liu,

Yi Zhang

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Xinwang and Zhou, Sihang and Liu, Li and Tang, Chang and Wang, Siwei and Liu, Jiyuan and Zhang, Yi}, title = {Localized Simple Multiple Kernel K-Means}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9293-9301} }

SmartShadow: Artistic Shadow Drawing Tool for Line Drawings

Lvmin Zhang,

Jinyue Jiang,

Yi Ji,

Chunping Liu

[pdf]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Lvmin and Jiang, Jinyue and Ji, Yi and Liu, Chunping}, title = {SmartShadow: Artistic Shadow Drawing Tool for Line Drawings}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5391-5400} }

PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures

Chenbin Pan,

Senem Velipasalar

[pdf] [supp]

[bibtex]

@InProceedings{Pan_2021_ICCV, author = {Pan, Chenbin and Velipasalar, Senem}, title = {PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11996-12005} }

In-Place Scene Labelling and Understanding With Implicit Scene Representation

Shuaifeng Zhi,

Tristan Laidlow,

Stefan Leutenegger,

Andrew J. Davison

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhi_2021_ICCV, author = {Zhi, Shuaifeng and Laidlow, Tristan and Leutenegger, Stefan and Davison, Andrew J.}, title = {In-Place Scene Labelling and Understanding With Implicit Scene Representation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15838-15847} }

TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition

Wenyuan Xue,

Baosheng Yu,

Wen Wang,

Dacheng Tao,

Qingyong Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Xue_2021_ICCV, author = {Xue, Wenyuan and Yu, Baosheng and Wang, Wen and Tao, Dacheng and Li, Qingyong}, title = {TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1295-1304} }

Mixture-Based Feature Space Learning for Few-Shot Image Classification

Arman Afrasiyabi,

Jean-François Lalonde,

Christian Gagné

[pdf] [supp]

[bibtex]

@InProceedings{Afrasiyabi_2021_ICCV, author = {Afrasiyabi, Arman and Lalonde, Jean-Fran\c{c}ois and Gagn\'e, Christian}, title = {Mixture-Based Feature Space Learning for Few-Shot Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9041-9051} }

Learning a Sketch Tensor Space for Image Inpainting of Man-Made Scenes

Chenjie Cao,

Yanwei Fu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cao_2021_ICCV, author = {Cao, Chenjie and Fu, Yanwei}, title = {Learning a Sketch Tensor Space for Image Inpainting of Man-Made Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14509-14518} }

MicroNet: Improving Image Recognition With Extremely Low FLOPs

Yunsheng Li,

Yinpeng Chen,

Xiyang Dai,

Dongdong Chen,

Mengchen Liu,

Lu Yuan,

Zicheng Liu,

Lei Zhang,

Nuno Vasconcelos

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yunsheng and Chen, Yinpeng and Dai, Xiyang and Chen, Dongdong and Liu, Mengchen and Yuan, Lu and Liu, Zicheng and Zhang, Lei and Vasconcelos, Nuno}, title = {MicroNet: Improving Image Recognition With Extremely Low FLOPs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {468-477} }

Learning Canonical 3D Object Representation for Fine-Grained Recognition

Sunghun Joung,

Seungryong Kim,

Minsu Kim,

Ig-Jae Kim,

Kwanghoon Sohn

[pdf] [arXiv]

[bibtex]

@InProceedings{Joung_2021_ICCV, author = {Joung, Sunghun and Kim, Seungryong and Kim, Minsu and Kim, Ig-Jae and Sohn, Kwanghoon}, title = {Learning Canonical 3D Object Representation for Fine-Grained Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1035-1045} }

Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation

Amrutha Saseendran,

Kathrin Skubch,

Margret Keuper

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Saseendran_2021_ICCV, author = {Saseendran, Amrutha and Skubch, Kathrin and Keuper, Margret}, title = {Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6762-6771} }

Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation

Chi-Wei Hsiao,

Cheng Sun,

Hwann-Tzong Chen,

Min Sun

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hsiao_2021_ICCV, author = {Hsiao, Chi-Wei and Sun, Cheng and Chen, Hwann-Tzong and Sun, Min}, title = {Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7137-7146} }

DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network

Yeying Jin,

Aashish Sharma,

Robby T. Tan

[pdf] [supp]

[bibtex]

@InProceedings{Jin_2021_ICCV, author = {Jin, Yeying and Sharma, Aashish and Tan, Robby T.}, title = {DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5027-5036} }

Scalable Vision Transformers With Hierarchical Pooling

Zizheng Pan,

Bohan Zhuang,

Jing Liu,

Haoyu He,

Jianfei Cai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Pan_2021_ICCV, author = {Pan, Zizheng and Zhuang, Bohan and Liu, Jing and He, Haoyu and Cai, Jianfei}, title = {Scalable Vision Transformers With Hierarchical Pooling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {377-386} }

Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification

Min Ren,

Lingxiao He,

Xingyu Liao,

Wu Liu,

Yunlong Wang,

Tieniu Tan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ren_2021_ICCV, author = {Ren, Min and He, Lingxiao and Liao, Xingyu and Liu, Wu and Wang, Yunlong and Tan, Tieniu}, title = {Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14930-14939} }

EgoRenderer: Rendering Human Avatars From Egocentric Camera Images

Tao Hu,

Kripasindhu Sarkar,

Lingjie Liu,

Matthias Zwicker,

Christian Theobalt

[pdf] [supp]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Tao and Sarkar, Kripasindhu and Liu, Lingjie and Zwicker, Matthias and Theobalt, Christian}, title = {EgoRenderer: Rendering Human Avatars From Egocentric Camera Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14528-14538} }

Generative Adversarial Registration for Improved Conditional Deformable Templates

Neel Dey,

Mengwei Ren,

Adrian V. Dalca,

Guido Gerig

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Dey_2021_ICCV, author = {Dey, Neel and Ren, Mengwei and Dalca, Adrian V. and Gerig, Guido}, title = {Generative Adversarial Registration for Improved Conditional Deformable Templates}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3929-3941} }

Visual Graph Memory With Unsupervised Representation for Visual Navigation

Obin Kwon,

Nuri Kim,

Yunho Choi,

Hwiyeon Yoo,

Jeongho Park,

Songhwai Oh

[pdf] [supp]

[bibtex]

@InProceedings{Kwon_2021_ICCV, author = {Kwon, Obin and Kim, Nuri and Choi, Yunho and Yoo, Hwiyeon and Park, Jeongho and Oh, Songhwai}, title = {Visual Graph Memory With Unsupervised Representation for Visual Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15890-15899} }

MGNet: Monocular Geometric Scene Understanding for Autonomous Driving

Markus Schön,

Michael Buchholz,

Klaus Dietmayer

[pdf] [supp]

[bibtex]

@InProceedings{Schon_2021_ICCV, author = {Sch\"on, Markus and Buchholz, Michael and Dietmayer, Klaus}, title = {MGNet: Monocular Geometric Scene Understanding for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15804-15815} }

Auto-Parsing Network for Image Captioning and Visual Question Answering

Xu Yang,

Chongyang Gao,

Hanwang Zhang,

Jianfei Cai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Xu and Gao, Chongyang and Zhang, Hanwang and Cai, Jianfei}, title = {Auto-Parsing Network for Image Captioning and Visual Question Answering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2197-2207} }

F-Drop&Match: GANs With a Dead Zone in the High-Frequency Domain

Shin'ya Yamaguchi,

Sekitoshi Kanai

[pdf] [supp]

[bibtex]

@InProceedings{Yamaguchi_2021_ICCV, author = {Yamaguchi, Shin'ya and Kanai, Sekitoshi}, title = {F-Drop\&Match: GANs With a Dead Zone in the High-Frequency Domain}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6743-6751} }

CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images

Ellen D. Zhong,

Adam Lerer,

Joseph H. Davis,

Bonnie Berger

[pdf] [supp]

[bibtex]

@InProceedings{Zhong_2021_ICCV, author = {Zhong, Ellen D. and Lerer, Adam and Davis, Joseph H. and Berger, Bonnie}, title = {CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4066-4075} }

Generalized Shuffled Linear Regression

Feiran Li,

Kent Fujiwara,

Fumio Okura,

Yasuyuki Matsushita

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Feiran and Fujiwara, Kent and Okura, Fumio and Matsushita, Yasuyuki}, title = {Generalized Shuffled Linear Regression}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6474-6483} }

AESOP: Abstract Encoding of Stories, Objects, and Pictures

Hareesh Ravi,

Kushal Kafle,

Scott Cohen,

Jonathan Brandt,

Mubbasir Kapadia

[pdf] [supp]

[bibtex]

@InProceedings{Ravi_2021_ICCV, author = {Ravi, Hareesh and Kafle, Kushal and Cohen, Scott and Brandt, Jonathan and Kapadia, Mubbasir}, title = {AESOP: Abstract Encoding of Stories, Objects, and Pictures}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2052-2063} }

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals

Wouter Van Gansbeke,

Simon Vandenhende,

Stamatios Georgoulis,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Van_Gansbeke_2021_ICCV, author = {Van Gansbeke, Wouter and Vandenhende, Simon and Georgoulis, Stamatios and Van Gool, Luc}, title = {Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10052-10062} }

Graph Contrastive Clustering

Huasong Zhong,

Jianlong Wu,

Chong Chen,

Jianqiang Huang,

Minghua Deng,

Liqiang Nie,

Zhouchen Lin,

Xian-Sheng Hua

[pdf] [arXiv]

[bibtex]

@InProceedings{Zhong_2021_ICCV, author = {Zhong, Huasong and Wu, Jianlong and Chen, Chong and Huang, Jianqiang and Deng, Minghua and Nie, Liqiang and Lin, Zhouchen and Hua, Xian-Sheng}, title = {Graph Contrastive Clustering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9224-9233} }

LFI-CAM: Learning Feature Importance for Better Visual Explanation

Kwang Hee Lee,

Chaewon Park,

Junghyun Oh,

Nojun Kwak

[pdf] [supp]

[bibtex]

@InProceedings{Lee_2021_ICCV, author = {Lee, Kwang Hee and Park, Chaewon and Oh, Junghyun and Kwak, Nojun}, title = {LFI-CAM: Learning Feature Importance for Better Visual Explanation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1355-1363} }

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds Through Instance Multi-Level Contextual Referring

Zhihao Yuan,

Xu Yan,

Yinghong Liao,

Ruimao Zhang,

Sheng Wang,

Zhen Li,

Shuguang Cui

[pdf] [arXiv]

[bibtex]

@InProceedings{Yuan_2021_ICCV, author = {Yuan, Zhihao and Yan, Xu and Liao, Yinghong and Zhang, Ruimao and Wang, Sheng and Li, Zhen and Cui, Shuguang}, title = {InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds Through Instance Multi-Level Contextual Referring}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1791-1800} }

Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification

Man Yao,

Huanhuan Gao,

Guangshe Zhao,

Dingheng Wang,

Yihan Lin,

Zhaoxu Yang,

Guoqi Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Yao_2021_ICCV, author = {Yao, Man and Gao, Huanhuan and Zhao, Guangshe and Wang, Dingheng and Lin, Yihan and Yang, Zhaoxu and Li, Guoqi}, title = {Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10221-10230} }

Encoder-Decoder With Multi-Level Attention for 3D Human Shape and Pose Estimation

Ziniu Wan,

Zhengjia Li,

Maoqing Tian,

Jianbo Liu,

Shuai Yi,

Hongsheng Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wan_2021_ICCV, author = {Wan, Ziniu and Li, Zhengjia and Tian, Maoqing and Liu, Jianbo and Yi, Shuai and Li, Hongsheng}, title = {Encoder-Decoder With Multi-Level Attention for 3D Human Shape and Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13033-13042} }

Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference

Juncheng Li,

Siliang Tang,

Linchao Zhu,

Haochen Shi,

Xuanwen Huang,

Fei Wu,

Yi Yang,

Yueting Zhuang

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Juncheng and Tang, Siliang and Zhu, Linchao and Shi, Haochen and Huang, Xuanwen and Wu, Fei and Yang, Yi and Zhuang, Yueting}, title = {Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1867-1877} }

Transductive Few-Shot Classification on the Oblique Manifold

Guodong Qi,

Huimin Yu,

Zhaohui Lu,

Shuzhao Li

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Qi_2021_ICCV, author = {Qi, Guodong and Yu, Huimin and Lu, Zhaohui and Li, Shuzhao}, title = {Transductive Few-Shot Classification on the Oblique Manifold}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8412-8422} }

iNAS: Integral NAS for Device-Aware Salient Object Detection

Yu-Chao Gu,

Shang-Hua Gao,

Xu-Sheng Cao,

Peng Du,

Shao-Ping Lu,

Ming-Ming Cheng

[pdf]

[bibtex]

@InProceedings{Gu_2021_ICCV, author = {Gu, Yu-Chao and Gao, Shang-Hua and Cao, Xu-Sheng and Du, Peng and Lu, Shao-Ping and Cheng, Ming-Ming}, title = {iNAS: Integral NAS for Device-Aware Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4934-4944} }

Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection

Jiageng Mao,

Minzhe Niu,

Haoyue Bai,

Xiaodan Liang,

Hang Xu,

Chunjing Xu

[pdf]

[bibtex]

@InProceedings{Mao_2021_ICCV, author = {Mao, Jiageng and Niu, Minzhe and Bai, Haoyue and Liang, Xiaodan and Xu, Hang and Xu, Chunjing}, title = {Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2723-2732} }

Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution

Huimin Huang,

Lanfen Lin,

Yue Zhang,

Yingying Xu,

Jing Zheng,

XiongWei Mao,

Xiaohan Qian,

Zhiyi Peng,

Jianying Zhou,

Yen-Wei Chen,

Ruofeng Tong

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Huimin and Lin, Lanfen and Zhang, Yue and Xu, Yingying and Zheng, Jing and Mao, XiongWei and Qian, Xiaohan and Peng, Zhiyi and Zhou, Jianying and Chen, Yen-Wei and Tong, Ruofeng}, title = {Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7386-7395} }

The Animation Transformer: Visual Correspondence via Segment Matching

Evan Casey,

Víctor Pérez,

Zhuoru Li

[pdf] [supp]

[bibtex]

@InProceedings{Casey_2021_ICCV, author = {Casey, Evan and P\'erez, V{\'\i}ctor and Li, Zhuoru}, title = {The Animation Transformer: Visual Correspondence via Segment Matching}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11323-11332} }

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Chun-Fu (Richard) Chen,

Quanfu Fan,

Rameswar Panda

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Chun-Fu (Richard) and Fan, Quanfu and Panda, Rameswar}, title = {CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {357-366} }

Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator

Shichao Xu,

Lixu Wang,

Yixuan Wang,

Qi Zhu

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Shichao and Wang, Lixu and Wang, Yixuan and Zhu, Qi}, title = {Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8917-8926} }

Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation

Kai-Hung Chang,

Chin-Yi Cheng,

Jieliang Luo,

Shingo Murata,

Mehdi Nourbakhsh,

Yoshito Tsuji

[pdf] [supp]

[bibtex]

@InProceedings{Chang_2021_ICCV, author = {Chang, Kai-Hung and Cheng, Chin-Yi and Luo, Jieliang and Murata, Shingo and Nourbakhsh, Mehdi and Tsuji, Yoshito}, title = {Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11956-11965} }

Scribble-Supervised Semantic Segmentation Inference

Jingshan Xu,

Chuanwei Zhou,

Zhen Cui,

Chunyan Xu,

Yuge Huang,

Pengcheng Shen,

Shaoxin Li,

Jian Yang

[pdf]

[bibtex]

@InProceedings{Xu_2021_ICCV, author = {Xu, Jingshan and Zhou, Chuanwei and Cui, Zhen and Xu, Chunyan and Huang, Yuge and Shen, Pengcheng and Li, Shaoxin and Yang, Jian}, title = {Scribble-Supervised Semantic Segmentation Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15354-15363} }

Improve Unsupervised Pretraining for Few-Label Transfer

Suichan Li,

Dongdong Chen,

Yinpeng Chen,

Lu Yuan,

Lei Zhang,

Qi Chu,

Bin Liu,

Nenghai Yu

[pdf] [arXiv]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Suichan and Chen, Dongdong and Chen, Yinpeng and Yuan, Lu and Zhang, Lei and Chu, Qi and Liu, Bin and Yu, Nenghai}, title = {Improve Unsupervised Pretraining for Few-Label Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10201-10210} }

Image Inpainting via Conditional Texture and Structure Dual Generation

Xiefan Guo,

Hongyu Yang,

Di Huang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Xiefan and Yang, Hongyu and Huang, Di}, title = {Image Inpainting via Conditional Texture and Structure Dual Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14134-14143} }

Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds

Longkun Zou,

Hui Tang,

Ke Chen,

Kui Jia

[pdf] [supp]

[bibtex]

@InProceedings{Zou_2021_ICCV, author = {Zou, Longkun and Tang, Hui and Chen, Ke and Jia, Kui}, title = {Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6403-6412} }

Robustness and Generalization via Generative Adversarial Training

Omid Poursaeed,

Tianxing Jiang,

Harry Yang,

Serge Belongie,

Ser-Nam Lim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Poursaeed_2021_ICCV, author = {Poursaeed, Omid and Jiang, Tianxing and Yang, Harry and Belongie, Serge and Lim, Ser-Nam}, title = {Robustness and Generalization via Generative Adversarial Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15711-15720} }

Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation

Li Liu,

Qingle Huang,

Sihao Lin,

Hongwei Xie,

Bing Wang,

Xiaojun Chang,

Xiaodan Liang

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Li and Huang, Qingle and Lin, Sihao and Xie, Hongwei and Wang, Bing and Chang, Xiaojun and Liang, Xiaodan}, title = {Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8271-8280} }

Class-Incremental Learning for Action Recognition in Videos

Jaeyoo Park,

Minsoo Kang,

Bohyung Han

[pdf] [supp]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Jaeyoo and Kang, Minsoo and Han, Bohyung}, title = {Class-Incremental Learning for Action Recognition in Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13698-13707} }

Procrustean Training for Imbalanced Deep Learning

Han-Jia Ye,

De-Chuan Zhan,

Wei-Lun Chao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ye_2021_ICCV, author = {Ye, Han-Jia and Zhan, De-Chuan and Chao, Wei-Lun}, title = {Procrustean Training for Imbalanced Deep Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {92-102} }

Dynamic Network Quantization for Efficient Video Inference

Ximeng Sun,

Rameswar Panda,

Chun-Fu (Richard) Chen,

Aude Oliva,

Rogerio Feris,

Kate Saenko

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Sun_2021_ICCV, author = {Sun, Ximeng and Panda, Rameswar and Chen, Chun-Fu (Richard) and Oliva, Aude and Feris, Rogerio and Saenko, Kate}, title = {Dynamic Network Quantization for Efficient Video Inference}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7375-7385} }

Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning

Mandela Patrick,

Po-Yao Huang,

Ishan Misra,

Florian Metze,

Andrea Vedaldi,

Yuki M. Asano,

João F. Henriques

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Patrick_2021_ICCV, author = {Patrick, Mandela and Huang, Po-Yao and Misra, Ishan and Metze, Florian and Vedaldi, Andrea and Asano, Yuki M. and Henriques, Jo\~ao F.}, title = {Space-Time Crop \& Attend: Improving Cross-Modal Video Representation Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10560-10572} }

RDA: Robust Domain Adaptation via Fourier Adversarial Attacking

Jiaxing Huang,

Dayan Guan,

Aoran Xiao,

Shijian Lu

[pdf] [arXiv]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Jiaxing and Guan, Dayan and Xiao, Aoran and Lu, Shijian}, title = {RDA: Robust Domain Adaptation via Fourier Adversarial Attacking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8988-8999} }

WB-DETR: Transformer-Based Detector Without Backbone

Fanfan Liu,

Haoran Wei,

Wenzhe Zhao,

Guozhen Li,

Jingquan Peng,

Zihao Li

[pdf]

[bibtex]

@InProceedings{Liu_2021_ICCV, author = {Liu, Fanfan and Wei, Haoran and Zhao, Wenzhe and Li, Guozhen and Peng, Jingquan and Li, Zihao}, title = {WB-DETR: Transformer-Based Detector Without Backbone}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2979-2987} }

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis From a Single Image

Ronghang Hu,

Nikhila Ravi,

Alexander C. Berg,

Deepak Pathak

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Hu_2021_ICCV, author = {Hu, Ronghang and Ravi, Nikhila and Berg, Alexander C. and Pathak, Deepak}, title = {Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis From a Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12528-12537} }

Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image

Weicheng Kuo,

Anelia Angelova,

Tsung-Yi Lin,

Angela Dai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Kuo_2021_ICCV, author = {Kuo, Weicheng and Angelova, Anelia and Lin, Tsung-Yi and Dai, Angela}, title = {Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12589-12599} }

Perceptual Variousness Motion Deblurring With Light Global Context Refinement

Jichun Li,

Weimin Tan,

Bo Yan

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Jichun and Tan, Weimin and Yan, Bo}, title = {Perceptual Variousness Motion Deblurring With Light Global Context Refinement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4116-4125} }

Self-Calibrating Neural Radiance Fields

Yoonwoo Jeong,

Seokjun Ahn,

Christopher Choy,

Anima Anandkumar,

Minsu Cho,

Jaesik Park

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jeong_2021_ICCV, author = {Jeong, Yoonwoo and Ahn, Seokjun and Choy, Christopher and Anandkumar, Anima and Cho, Minsu and Park, Jaesik}, title = {Self-Calibrating Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5846-5854} }

Motion Adaptive Pose Estimation From Compressed Videos

Zhipeng Fan,

Jun Liu,

Yao Wang

[pdf] [supp]

[bibtex]

@InProceedings{Fan_2021_ICCV, author = {Fan, Zhipeng and Liu, Jun and Wang, Yao}, title = {Motion Adaptive Pose Estimation From Compressed Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11719-11728} }

Learning Motion Priors for 4D Human Body Capture in 3D Scenes

Siwei Zhang,

Yan Zhang,

Federica Bogo,

Marc Pollefeys,

Siyu Tang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Siwei and Zhang, Yan and Bogo, Federica and Pollefeys, Marc and Tang, Siyu}, title = {Learning Motion Priors for 4D Human Body Capture in 3D Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {11343-11353} }

Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance

Jerome Revaud,

Martin Humenberger

[pdf] [supp]

[bibtex]

@InProceedings{Revaud_2021_ICCV, author = {Revaud, Jerome and Humenberger, Martin}, title = {Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4551-4561} }

Face Image Retrieval With Attribute Manipulation

Alireza Zaeemzadeh,

Shabnam Ghadar,

Baldo Faieta,

Zhe Lin,

Nazanin Rahnavard,

Mubarak Shah,

Ratheesh Kalarot

[pdf] [supp]

[bibtex]

@InProceedings{Zaeemzadeh_2021_ICCV, author = {Zaeemzadeh, Alireza and Ghadar, Shabnam and Faieta, Baldo and Lin, Zhe and Rahnavard, Nazanin and Shah, Mubarak and Kalarot, Ratheesh}, title = {Face Image Retrieval With Attribute Manipulation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {12116-12125} }

RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation

Yuhang Ding,

Xin Yu,

Yi Yang

[pdf] [supp]

[bibtex]

@InProceedings{Ding_2021_ICCV, author = {Ding, Yuhang and Yu, Xin and Yang, Yi}, title = {RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3975-3984} }

Weakly Supervised Contrastive Learning

Mingkai Zheng,

Fei Wang,

Shan You,

Chen Qian,

Changshui Zhang,

Xiaogang Wang,

Chang Xu

[pdf] [arXiv]

[bibtex]

@InProceedings{Zheng_2021_ICCV, author = {Zheng, Mingkai and Wang, Fei and You, Shan and Qian, Chen and Zhang, Changshui and Wang, Xiaogang and Xu, Chang}, title = {Weakly Supervised Contrastive Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10042-10051} }

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

Stefan Andreas Baur,

David Josef Emmerichs,

Frank Moosmann,

Peter Pinggera,

Björn Ommer,

Andreas Geiger

[pdf] [supp]

[bibtex]

@InProceedings{Baur_2021_ICCV, author = {Baur, Stefan Andreas and Emmerichs, David Josef and Moosmann, Frank and Pinggera, Peter and Ommer, Bj\"orn and Geiger, Andreas}, title = {SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13126-13136} }

Likelihood-Based Diverse Sampling for Trajectory Forecasting

Yecheng Jason Ma,

Jeevana Priya Inala,

Dinesh Jayaraman,

Osbert Bastani

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ma_2021_ICCV, author = {Ma, Yecheng Jason and Inala, Jeevana Priya and Jayaraman, Dinesh and Bastani, Osbert}, title = {Likelihood-Based Diverse Sampling for Trajectory Forecasting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13279-13288} }

In Defense of Scene Graphs for Image Captioning

Kien Nguyen,

Subarna Tripathi,

Bang Du,

Tanaya Guha,

Truong Q. Nguyen

[pdf] [arXiv]

[bibtex]

@InProceedings{Nguyen_2021_ICCV, author = {Nguyen, Kien and Tripathi, Subarna and Du, Bang and Guha, Tanaya and Nguyen, Truong Q.}, title = {In Defense of Scene Graphs for Image Captioning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1407-1416} }

Rank & Sort Loss for Object Detection and Instance Segmentation

Kemal Oksuz,

Baris Can Cam,

Emre Akbas,

Sinan Kalkan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Oksuz_2021_ICCV, author = {Oksuz, Kemal and Cam, Baris Can and Akbas, Emre and Kalkan, Sinan}, title = {Rank \& Sort Loss for Object Detection and Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3009-3018} }

RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving

Ruochen Wang,

Xiangning Chen,

Minhao Cheng,

Xiaocheng Tang,

Cho-Jui Hsieh

[pdf] [supp]

[bibtex]

@InProceedings{Wang_2021_ICCV, author = {Wang, Ruochen and Chen, Xiangning and Cheng, Minhao and Tang, Xiaocheng and Hsieh, Cho-Jui}, title = {RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10377-10386} }

Dual Path Learning for Domain Adaptation of Semantic Segmentation

Yiting Cheng,

Fangyun Wei,

Jianmin Bao,

Dong Chen,

Fang Wen,

Wenqiang Zhang

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2021_ICCV, author = {Cheng, Yiting and Wei, Fangyun and Bao, Jianmin and Chen, Dong and Wen, Fang and Zhang, Wenqiang}, title = {Dual Path Learning for Domain Adaptation of Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9082-9091} }

Synthesis of Compositional Animations From Textual Descriptions

Anindita Ghosh,

Noshaba Cheema,

Cennet Oguz,

Christian Theobalt,

Philipp Slusallek

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ghosh_2021_ICCV, author = {Ghosh, Anindita and Cheema, Noshaba and Oguz, Cennet and Theobalt, Christian and Slusallek, Philipp}, title = {Synthesis of Compositional Animations From Textual Descriptions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1396-1406} }

Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection

Chaoqi Chen,

Jiongcheng Li,

Zebiao Zheng,

Yue Huang,

Xinghao Ding,

Yizhou Yu

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Chaoqi and Li, Jiongcheng and Zheng, Zebiao and Huang, Yue and Ding, Xinghao and Yu, Yizhou}, title = {Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2703-2712} }

Parametric Contrastive Learning

Jiequan Cui,

Zhisheng Zhong,

Shu Liu,

Bei Yu,

Jiaya Jia

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Cui_2021_ICCV, author = {Cui, Jiequan and Zhong, Zhisheng and Liu, Shu and Yu, Bei and Jia, Jiaya}, title = {Parametric Contrastive Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {715-724} }

A Simple Feature Augmentation for Domain Generalization

Pan Li,

Da Li,

Wei Li,

Shaogang Gong,

Yanwei Fu,

Timothy M. Hospedales

[pdf]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Pan and Li, Da and Li, Wei and Gong, Shaogang and Fu, Yanwei and Hospedales, Timothy M.}, title = {A Simple Feature Augmentation for Domain Generalization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8886-8895} }

Visual Transformers: Where Do Transformers Really Belong in Vision Models?

Bichen Wu,

Chenfeng Xu,

Xiaoliang Dai,

Alvin Wan,

Peizhao Zhang,

Zhicheng Yan,

Masayoshi Tomizuka,

Joseph E. Gonzalez,

Kurt Keutzer,

Peter Vajda

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2021_ICCV, author = {Wu, Bichen and Xu, Chenfeng and Dai, Xiaoliang and Wan, Alvin and Zhang, Peizhao and Yan, Zhicheng and Tomizuka, Masayoshi and Gonzalez, Joseph E. and Keutzer, Kurt and Vajda, Peter}, title = {Visual Transformers: Where Do Transformers Really Belong in Vision Models?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {599-609} }

Is Pseudo-Lidar Needed for Monocular 3D Object Detection?

Dennis Park,

Rares Ambrus,

Vitor Guizilini,

Jie Li,

Adrien Gaidon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Park_2021_ICCV, author = {Park, Dennis and Ambrus, Rares and Guizilini, Vitor and Li, Jie and Gaidon, Adrien}, title = {Is Pseudo-Lidar Needed for Monocular 3D Object Detection?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3142-3152} }

TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization

Wei Gao,

Fang Wan,

Xingjia Pan,

Zhiliang Peng,

Qi Tian,

Zhenjun Han,

Bolei Zhou,

Qixiang Ye

[pdf]

[bibtex]

@InProceedings{Gao_2021_ICCV, author = {Gao, Wei and Wan, Fang and Pan, Xingjia and Peng, Zhiliang and Tian, Qi and Han, Zhenjun and Zhou, Bolei and Ye, Qixiang}, title = {TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2886-2895} }

Geometry-Based Distance Decomposition for Monocular 3D Object Detection

Xuepeng Shi,

Qi Ye,

Xiaozhi Chen,

Chuangrong Chen,

Zhixiang Chen,

Tae-Kyun Kim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Xuepeng and Ye, Qi and Chen, Xiaozhi and Chen, Chuangrong and Chen, Zhixiang and Kim, Tae-Kyun}, title = {Geometry-Based Distance Decomposition for Monocular 3D Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15172-15181} }

Deep 3D Mask Volume for View Synthesis of Dynamic Scenes

Kai-En Lin,

Lei Xiao,

Feng Liu,

Guowei Yang,

Ravi Ramamoorthi

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lin_2021_ICCV, author = {Lin, Kai-En and Xiao, Lei and Liu, Feng and Yang, Guowei and Ramamoorthi, Ravi}, title = {Deep 3D Mask Volume for View Synthesis of Dynamic Scenes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1749-1758} }

Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue

Shoya Matsumori,

Kosuke Shingyouchi,

Yuki Abe,

Yosuke Fukuchi,

Komei Sugiura,

Michita Imai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Matsumori_2021_ICCV, author = {Matsumori, Shoya and Shingyouchi, Kosuke and Abe, Yuki and Fukuchi, Yosuke and Sugiura, Komei and Imai, Michita}, title = {Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1898-1907} }

Human Trajectory Prediction via Counterfactual Analysis

Guangyi Chen,

Junlong Li,

Jiwen Lu,

Jie Zhou

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Guangyi and Li, Junlong and Lu, Jiwen and Zhou, Jie}, title = {Human Trajectory Prediction via Counterfactual Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {9824-9833} }

Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification

Yongming Rao,

Guangyi Chen,

Jiwen Lu,

Jie Zhou

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Rao_2021_ICCV, author = {Rao, Yongming and Chen, Guangyi and Lu, Jiwen and Zhou, Jie}, title = {Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1025-1034} }

Effectively Leveraging Attributes for Visual Similarity

Samarth Mishra,

Zhongping Zhang,

Yuan Shen,

Ranjitha Kumar,

Venkatesh Saligrama,

Bryan A. Plummer

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Mishra_2021_ICCV, author = {Mishra, Samarth and Zhang, Zhongping and Shen, Yuan and Kumar, Ranjitha and Saligrama, Venkatesh and Plummer, Bryan A.}, title = {Effectively Leveraging Attributes for Visual Similarity}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1015-1024} }

Anticipative Video Transformer

Rohit Girdhar,

Kristen Grauman

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Girdhar_2021_ICCV, author = {Girdhar, Rohit and Grauman, Kristen}, title = {Anticipative Video Transformer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13505-13515} }

Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics

Zhiwei Jia,

Bodi Yuan,

Kangkang Wang,

Hong Wu,

David Clifford,

Zhiqiang Yuan,

Hao Su

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jia_2021_ICCV, author = {Jia, Zhiwei and Yuan, Bodi and Wang, Kangkang and Wu, Hong and Clifford, David and Yuan, Zhiqiang and Su, Hao}, title = {Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14273-14283} }

Progressive Seed Generation Auto-Encoder for Unsupervised Point Cloud Learning

Juyoung Yang,

Pyunghwan Ahn,

Doyeon Kim,

Haeil Lee,

Junmo Kim

[pdf] [supp]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Juyoung and Ahn, Pyunghwan and Kim, Doyeon and Lee, Haeil and Kim, Junmo}, title = {Progressive Seed Generation Auto-Encoder for Unsupervised Point Cloud Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {6413-6422} }

Waypoint Models for Instruction-Guided Navigation in Continuous Environments

Jacob Krantz,

Aaron Gokaslan,

Dhruv Batra,

Stefan Lee,

Oleksandr Maksymets

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Krantz_2021_ICCV, author = {Krantz, Jacob and Gokaslan, Aaron and Batra, Dhruv and Lee, Stefan and Maksymets, Oleksandr}, title = {Waypoint Models for Instruction-Guided Navigation in Continuous Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15162-15171} }

Rethinking Preventing Class-Collapsing in Metric Learning With Margin-Based Losses

Elad Levi,

Tete Xiao,

Xiaolong Wang,

Trevor Darrell

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Levi_2021_ICCV, author = {Levi, Elad and Xiao, Tete and Wang, Xiaolong and Darrell, Trevor}, title = {Rethinking Preventing Class-Collapsing in Metric Learning With Margin-Based Losses}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10316-10325} }

HiNet: Deep Image Hiding by Invertible Network

Junpeng Jing,

Xin Deng,

Mai Xu,

Jianyi Wang,

Zhenyu Guan

[pdf]

[bibtex]

@InProceedings{Jing_2021_ICCV, author = {Jing, Junpeng and Deng, Xin and Xu, Mai and Wang, Jianyi and Guan, Zhenyu}, title = {HiNet: Deep Image Hiding by Invertible Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4733-4742} }

Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs

Gabriel Moreira,

Manuel Marques,

João Paulo Costeira

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Moreira_2021_ICCV, author = {Moreira, Gabriel and Marques, Manuel and Costeira, Jo\~ao Paulo}, title = {Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5452-5460} }

End-to-End Robust Joint Unsupervised Image Alignment and Clustering

Xiangrui Zeng,

Gregory Howe,

Min Xu

[pdf] [supp]

[bibtex]

@InProceedings{Zeng_2021_ICCV, author = {Zeng, Xiangrui and Howe, Gregory and Xu, Min}, title = {End-to-End Robust Joint Unsupervised Image Alignment and Clustering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3854-3866} }

BabelCalib: A Universal Approach to Calibrating Central Cameras

Yaroslava Lochman,

Kostiantyn Liepieshov,

Jianhui Chen,

Michal Perdoch,

Christopher Zach,

James Pritts

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lochman_2021_ICCV, author = {Lochman, Yaroslava and Liepieshov, Kostiantyn and Chen, Jianhui and Perdoch, Michal and Zach, Christopher and Pritts, James}, title = {BabelCalib: A Universal Approach to Calibrating Central Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15253-15262} }

Curious Representation Learning for Embodied Intelligence

Yilun Du,

Chuang Gan,

Phillip Isola

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Du_2021_ICCV, author = {Du, Yilun and Gan, Chuang and Isola, Phillip}, title = {Curious Representation Learning for Embodied Intelligence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {10408-10417} }

Multi-Modal Multi-Action Video Recognition

Zhensheng Shi,

Ju Liang,

Qianqian Li,

Haiyong Zheng,

Zhaorui Gu,

Junyu Dong,

Bing Zheng

[pdf] [supp]

[bibtex]

@InProceedings{Shi_2021_ICCV, author = {Shi, Zhensheng and Liang, Ju and Li, Qianqian and Zheng, Haiyong and Gu, Zhaorui and Dong, Junyu and Zheng, Bing}, title = {Multi-Modal Multi-Action Video Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13678-13687} }

Cross-Patch Graph Convolutional Network for Image Denoising

Yao Li,

Xueyang Fu,

Zheng-Jun Zha

[pdf] [supp]

[bibtex]

@InProceedings{Li_2021_ICCV, author = {Li, Yao and Fu, Xueyang and Zha, Zheng-Jun}, title = {Cross-Patch Graph Convolutional Network for Image Denoising}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {4651-4660} }

ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation

Zhenchao Jin,

Bin Liu,

Qi Chu,

Nenghai Yu

[pdf] [arXiv]

[bibtex]

@InProceedings{Jin_2021_ICCV, author = {Jin, Zhenchao and Liu, Bin and Chu, Qi and Yu, Nenghai}, title = {ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7189-7198} }

Body-Face Joint Detection via Embedding and Head Hook

Junfeng Wan,

Jiangfan Deng,

Xiaosong Qiu,

Feng Zhou

[pdf] [supp]

[bibtex]

@InProceedings{Wan_2021_ICCV, author = {Wan, Junfeng and Deng, Jiangfan and Qiu, Xiaosong and Zhou, Feng}, title = {Body-Face Joint Detection via Embedding and Head Hook}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {2959-2968} }

Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization

Rui Qian,

Yuxi Li,

Huabin Liu,

John See,

Shuangrui Ding,

Xian Liu,

Dian Li,

Weiyao Lin

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Qian_2021_ICCV, author = {Qian, Rui and Li, Yuxi and Liu, Huabin and See, John and Ding, Shuangrui and Liu, Xian and Li, Dian and Lin, Weiyao}, title = {Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7990-8001} }

LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-Based 3D Detector

Xiaoyang Guo,

Shaoshuai Shi,

Xiaogang Wang,

Hongsheng Li

[pdf] [supp]

[bibtex]

@InProceedings{Guo_2021_ICCV, author = {Guo, Xiaoyang and Shi, Shaoshuai and Wang, Xiaogang and Li, Hongsheng}, title = {LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-Based 3D Detector}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3153-3163} }

Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank

Iñigo Alonso,

Alberto Sabater,

David Ferstl,

Luis Montesano,

Ana C. Murillo

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Alonso_2021_ICCV, author = {Alonso, I\~nigo and Sabater, Alberto and Ferstl, David and Montesano, Luis and Murillo, Ana C.}, title = {Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {8219-8228} }

End-to-End Urban Driving by Imitating a Reinforcement Learning Coach

Zhejun Zhang,

Alexander Liniger,

Dengxin Dai,

Fisher Yu,

Luc Van Gool

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zhejun and Liniger, Alexander and Dai, Dengxin and Yu, Fisher and Van Gool, Luc}, title = {End-to-End Urban Driving by Imitating a Reinforcement Learning Coach}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15222-15232} }

Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks

Yu-Qi Yang,

Peng-Shuai Wang,

Yang Liu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Yu-Qi and Wang, Peng-Shuai and Liu, Yang}, title = {Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {7467-7475} }

Active Learning for Lane Detection: A Knowledge Distillation Approach

Fengchao Peng,

Chao Wang,

Jianzhuang Liu,

Zhen Yang

[pdf] [supp]

[bibtex]

@InProceedings{Peng_2021_ICCV, author = {Peng, Fengchao and Wang, Chao and Liu, Jianzhuang and Yang, Zhen}, title = {Active Learning for Lane Detection: A Knowledge Distillation Approach}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {15152-15161} }

Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search

Mingzhu Shen,

Feng Liang,

Ruihao Gong,

Yuhang Li,

Chuming Li,

Chen Lin,

Fengwei Yu,

Junjie Yan,

Wanli Ouyang

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Shen_2021_ICCV, author = {Shen, Mingzhu and Liang, Feng and Gong, Ruihao and Li, Yuhang and Li, Chuming and Lin, Chen and Yu, Fengwei and Yan, Junjie and Ouyang, Wanli}, title = {Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {5340-5349} }

Learn To Match: Automatic Matching Network Design for Visual Tracking

Zhipeng Zhang,

Yihao Liu,

Xiao Wang,

Bing Li,

Weiming Hu

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Zhang_2021_ICCV, author = {Zhang, Zhipeng and Liu, Yihao and Wang, Xiao and Li, Bing and Hu, Weiming}, title = {Learn To Match: Automatic Matching Network Design for Visual Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {13339-13348} }

Oriented R-CNN for Object Detection

Xingxing Xie,

Gong Cheng,

Jiabao Wang,

Xiwen Yao,

Junwei Han

[pdf]

[bibtex]

@InProceedings{Xie_2021_ICCV, author = {Xie, Xingxing and Cheng, Gong and Wang, Jiabao and Yao, Xiwen and Han, Junwei}, title = {Oriented R-CNN for Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {3520-3529} }

TransVG: End-to-End Visual Grounding With Transformers

Jiajun Deng,

Zhengyuan Yang,

Tianlang Chen,

Wengang Zhou,

Houqiang Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Deng_2021_ICCV, author = {Deng, Jiajun and Yang, Zhengyuan and Chen, Tianlang and Zhou, Wengang and Li, Houqiang}, title = {TransVG: End-to-End Visual Grounding With Transformers}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1769-1779} }

Airbert: In-Domain Pretraining for Vision-and-Language Navigation

Pierre-Louis Guhur,

Makarand Tapaswi,

Shizhe Chen,

Ivan Laptev,

Cordelia Schmid

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Guhur_2021_ICCV, author = {Guhur, Pierre-Louis and Tapaswi, Makarand and Chen, Shizhe and Laptev, Ivan and Schmid, Cordelia}, title = {Airbert: In-Domain Pretraining for Vision-and-Language Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {1634-1643} }

Internal Video Inpainting by Implicit Long-Range Propagation

Hao Ouyang,

Tengfei Wang,

Qifeng Chen

[pdf] [arXiv]

[bibtex]

@InProceedings{Ouyang_2021_ICCV, author = {Ouyang, Hao and Wang, Tengfei and Chen, Qifeng}, title = {Internal Video Inpainting by Implicit Long-Range Propagation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, month = {October}, year = {2021}, pages = {14579-14588} }

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