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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} }

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} }

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} }

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} }

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]
[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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis
Andreas Blattmann,
Timo Milbich,
Michael Dorkenwald,
Bjorn Ommer
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Blattmann_2021_ICCV, author = {Blattmann, Andreas and Milbich, Timo and Dorkenwald, Michael and Ommer, Bjorn}, 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} }

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} }

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} }

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} }

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,
Niccolo Bisagno,
Piotr Brodka,
Nicola Conci
[pdf] [arXiv]
[bibtex]
@InProceedings{Garau_2021_ICCV, author = {Garau, Nicola and Bisagno, Niccolo and Brodka, 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} }

Geometry-Free View Synthesis: Transformers and No 3D Priors
Robin Rombach,
Patrick Esser,
Bjorn Ommer
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Rombach_2021_ICCV, author = {Rombach, Robin and Esser, Patrick and Ommer, Bjorn}, 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} }

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} }

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} }

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} }

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} }

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} }

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} }

LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference
Benjamin Graham,
Alaaeldin El-Nouby,
Hugo Touvron,
Pierre Stock,
Armand Joulin,
Herve Jegou,
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 Jegou, Herve 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} }

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'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} }

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} }

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} }

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions
Oguz Kaan Yuksel,
Enis Simsar,
Ezgi Gulperi Er,
Pinar Yanardag
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yuksel_2021_ICCV, author = {Yuksel, Oguz Kaan and Simsar, Enis and Er, Ezgi Gulperi 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} }

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]
[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} }

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} }

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} }

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]
[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} }

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} }

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} }

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} }

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} }

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} }

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]
[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} }

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]
[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} }

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} }

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} }

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} }

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} }

Shape-Aware Multi-Person Pose Estimation From Multi-View Images
Zijian Dong,
Jie Song,
Xu Chen,
Chen Guo,
Otmar Hilliges
[pdf]
[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} }

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} }

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]
[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} }

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} }

ID-Reveal: Identity-Aware DeepFake Video Detection
Davide Cozzolino,
Andreas Rossler,
Justus Thies,
Matthias Niessner,
Luisa Verdoliva
[pdf] [supp]
[bibtex]
@InProceedings{Cozzolino_2021_ICCV, author = {Cozzolino, Davide and Rossler, Andreas and Thies, Justus and Niessner, 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,
Gerard Medioni
[pdf] [supp]
[bibtex]
@InProceedings{Shoshan_2021_ICCV, author = {Shoshan, Alon and Bhonker, Nadav and Kviatkovsky, Igor and Medioni, Gerard}, 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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

VariTex: Variational Neural Face Textures
Marcel C. Buhler,
Abhimitra Meka,
Gengyan Li,
Thabo Beeler,
Otmar Hilliges
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Buhler_2021_ICCV, author = {Buhler, 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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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 Braso,
Nikita Kister,
Laura Leal-Taixe
[pdf] [supp]
[bibtex]
@InProceedings{Braso_2021_ICCV, author = {Braso, Guillem and Kister, Nikita and Leal-Taixe, 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} }

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,
Jiri Matas
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ivashechkin_2021_ICCV, author = {Ivashechkin, Maksym and Barath, Daniel and Matas, Jiri}, 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} }

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} }

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} }

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} }

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} }

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} }

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,
Michael Gharbi,
Connelly Barnes,
Eli Shechtman,
Ravi Ramamoorthi,
Manmohan Chandraker
[pdf] [arXiv]
[bibtex]
@InProceedings{Mehta_2021_ICCV, author = {Mehta, Ishit and Gharbi, Michael 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} }

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} }

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} }

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]
[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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

CrowdDriven: A New Challenging Dataset for Outdoor Visual Localization
Ara Jafarzadeh,
Manuel Lopez 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 Lopez 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} }

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} }

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} }

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} }

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} }

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} }

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 Kummerer,
Ori Press,
Matthias Bethge
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Linardos_2021_ICCV, author = {Linardos, Akis and Kummerer, 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 Krahenbuhl
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2021_ICCV, author = {Chen, Dian and Koltun, Vladlen and Krahenbuhl, 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]
[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} }

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} }

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} }

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 Bruggemann,
Menelaos Kanakis,
Anton Obukhov,
Stamatios Georgoulis,
Luc Van Gool
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bruggemann_2021_ICCV, author = {Bruggemann, 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} }

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} }

On the Importance of Distractors for Few-Shot Classification
Rajshekhar Das,
Yu-Xiong Wang,
Jose M. F. Moura
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Das_2021_ICCV, author = {Das, Rajshekhar and Wang, Yu-Xiong and Moura, Jose 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} }

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,
Oguzhan Fatih Kar,
Amir Zamir
[pdf] [arXiv]
[bibtex]
@InProceedings{Yeo_2021_ICCV, author = {Yeo, Teresa and Kar, Oguzhan 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]
[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} }

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} }

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} }

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} }

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} }

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} }

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} }

Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion
Zihang Lai,
Sifei Liu,
Alexei A. Efros,
Xiaolong Wang
[pdf] [supp]
[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,
Michael Gharbi,
Kayvon Fatahalian
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hong_2021_ICCV, author = {Hong, James and Fisher, Matthew and Gharbi, Michael 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} }

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 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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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 Manas,
Alexandre Lacoste,
Xavier Giro-i-Nieto,
David Vazquez,
Pau Rodriguez
[pdf] [supp]
[bibtex]
@InProceedings{Manas_2021_ICCV, author = {Manas, Oscar and Lacoste, Alexandre and Giro-i-Nieto, Xavier and Vazquez, David and Rodriguez, 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} }

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} }

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]
[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} }

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} }

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]
[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} }

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} }

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]
[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]
[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} }

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} }

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]
[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} }

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} }

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]
[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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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 Perez
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Saporta_2021_ICCV, author = {Saporta, Antoine and Vu, Tuan-Hung and Cord, Matthieu and Perez, 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} }

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} }

Self-Supervised 3D Face Reconstruction via Conditional Estimation
Yandong Wen,
Weiyang Liu,
Bhiksha Raj,
Rita Singh
[pdf] [supp]
[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} }

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} }

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} }

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 Hane,
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 Hane, 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} }

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} }

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} }

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} }

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} }

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} }

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]
[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} }

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} }

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,
Zhen Zhang,
Javen Qinfeng Shi,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Gong_2021_ICCV, author = {Gong, Dong and Zhang, Zhen 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} }

Efficient Visual Pretraining With Contrastive Detection
Olivier J. Henaff,
Skanda Koppula,
Jean-Baptiste Alayrac,
Aaron van den Oord,
Oriol Vinyals,
Joao Carreira
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Henaff_2021_ICCV, author = {Henaff, Olivier J. and Koppula, Skanda and Alayrac, Jean-Baptiste and van den Oord, Aaron and Vinyals, Oriol and Carreira, Joao}, 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} }

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,
Francois Bremond
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chen_2021_ICCV, author = {Chen, Hao and Lagadec, Benoit and Bremond, Francois}, 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} }

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} }

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} }

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]
[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} }

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} }

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} }

DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection
Vitjan Zavrtanik,
Matej Kristan,
Danijel Skocaj
[pdf] [supp]
[bibtex]
@InProceedings{Zavrtanik_2021_ICCV, author = {Zavrtanik, Vitjan and Kristan, Matej and Skocaj, 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} }

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,
Aurelien 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, Aurelien 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} }

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} }

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} }

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]
[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,
Gul Varol
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Petrovich_2021_ICCV, author = {Petrovich, Mathis and Black, Michael J. and Varol, Gul}, 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} }

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,
Stephane Lathuiliere,
Zhun Zhong,
Moin Nabi,
Elisa Ricci
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Fini_2021_ICCV, author = {Fini, Enrico and Sangineto, Enver and Lathuiliere, Stephane 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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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} }

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