Papers


Finding Task-Relevant Features for Few-Shot Learning by Category Traversal
Hongyang Li,
David Eigen,
Samuel Dodge,
Matthew Zeiler,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Hongyang and Eigen, David and Dodge, Samuel and Zeiler, Matthew and Wang, Xiaogang},
title = {Finding Task-Relevant Features for Few-Shot Learning by Category Traversal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Edge-Labeling Graph Neural Network for Few-Shot Learning
Jongmin Kim,
Taesup Kim,
Sungwoong Kim,
Chang D. Yoo
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Jongmin and Kim, Taesup and Kim, Sungwoong and Yoo, Chang D.},
title = {Edge-Labeling Graph Neural Network for Few-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning
Spyros Gidaris,
Nikos Komodakis
[pdf]
[bibtex]
@InProceedings{Gidaris_2019_CVPR,
author = {Gidaris, Spyros and Komodakis, Nikos},
title = {Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Kervolutional Neural Networks
Chen Wang,
Jianfei Yang,
Lihua Xie,
Junsong Yuan
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Chen and Yang, Jianfei and Xie, Lihua and Yuan, Junsong},
title = {Kervolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem
Matthias Hein,
Maksym Andriushchenko,
Julian Bitterwolf
[pdf] [supp]
[bibtex]
@InProceedings{Hein_2019_CVPR,
author = {Hein, Matthias and Andriushchenko, Maksym and Bitterwolf, Julian},
title = {Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions
Yusuke Tsuzuku,
Issei Sato
[pdf] [supp]
[bibtex]
@InProceedings{Tsuzuku_2019_CVPR,
author = {Tsuzuku, Yusuke and Sato, Issei},
title = {On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization
Siyuan Qiao,
Zhe Lin,
Jianming Zhang,
Alan L. Yuille
[pdf]
[bibtex]
@InProceedings{Qiao_2019_CVPR,
author = {Qiao, Siyuan and Lin, Zhe and Zhang, Jianming and Yuille, Alan L.},
title = {Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Hardness-Aware Deep Metric Learning
Wenzhao Zheng,
Zhaodong Chen,
Jiwen Lu,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Zheng_2019_CVPR,
author = {Zheng, Wenzhao and Chen, Zhaodong and Lu, Jiwen and Zhou, Jie},
title = {Hardness-Aware Deep Metric Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
Chenxi Liu,
Liang-Chieh Chen,
Florian Schroff,
Hartwig Adam,
Wei Hua,
Alan L. Yuille,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Chenxi and Chen, Liang-Chieh and Schroff, Florian and Adam, Hartwig and Hua, Wei and Yuille, Alan L. and Fei-Fei, Li},
title = {Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Loss for Active Learning
Donggeun Yoo,
In So Kweon
[pdf] [supp]
[bibtex]
@InProceedings{Yoo_2019_CVPR,
author = {Yoo, Donggeun and Kweon, In So},
title = {Learning Loss for Active Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Striking the Right Balance With Uncertainty
Salman Khan,
Munawar Hayat,
Syed Waqas Zamir,
Jianbing Shen,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Khan_2019_CVPR,
author = {Khan, Salman and Hayat, Munawar and Zamir, Syed Waqas and Shen, Jianbing and Shao, Ling},
title = {Striking the Right Balance With Uncertainty},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

AutoAugment: Learning Augmentation Strategies From Data
Ekin D. Cubuk,
Barret Zoph,
Dandelion Mane,
Vijay Vasudevan,
Quoc V. Le
[pdf] [supp]
[bibtex]
@InProceedings{Cubuk_2019_CVPR,
author = {Cubuk, Ekin D. and Zoph, Barret and Mane, Dandelion and Vasudevan, Vijay and Le, Quoc V.},
title = {AutoAugment: Learning Augmentation Strategies From Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences
Huu M. Le,
Thanh-Toan Do,
Tuan Hoang,
Ngai-Man Cheung
[pdf] [supp]
[bibtex]
@InProceedings{Le_2019_CVPR,
author = {Le, Huu M. and Do, Thanh-Toan and Hoang, Tuan and Cheung, Ngai-Man},
title = {SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

BAD SLAM: Bundle Adjusted Direct RGB-D SLAM
Thomas Schops,
Torsten Sattler,
Marc Pollefeys
[pdf] [supp]
[bibtex]
@InProceedings{Schops_2019_CVPR,
author = {Schops, Thomas and Sattler, Torsten and Pollefeys, Marc},
title = {BAD SLAM: Bundle Adjusted Direct RGB-D SLAM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Revealing Scenes by Inverting Structure From Motion Reconstructions
Francesco Pittaluga,
Sanjeev J. Koppal,
Sing Bing Kang,
Sudipta N. Sinha
[pdf] [supp]
[bibtex]
@InProceedings{Pittaluga_2019_CVPR,
author = {Pittaluga, Francesco and Koppal, Sanjeev J. and Kang, Sing Bing and Sinha, Sudipta N.},
title = {Revealing Scenes by Inverting Structure From Motion Reconstructions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Strand-Accurate Multi-View Hair Capture
Giljoo Nam,
Chenglei Wu,
Min H. Kim,
Yaser Sheikh
[pdf]
[bibtex]
@InProceedings{Nam_2019_CVPR,
author = {Nam, Giljoo and Wu, Chenglei and Kim, Min H. and Sheikh, Yaser},
title = {Strand-Accurate Multi-View Hair Capture},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
Jeong Joon Park,
Peter Florence,
Julian Straub,
Richard Newcombe,
Steven Lovegrove
[pdf] [supp]
[bibtex]
@InProceedings{Park_2019_CVPR,
author = {Park, Jeong Joon and Florence, Peter and Straub, Julian and Newcombe, Richard and Lovegrove, Steven},
title = {DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pushing the Boundaries of View Extrapolation With Multiplane Images
Pratul P. Srinivasan,
Richard Tucker,
Jonathan T. Barron,
Ravi Ramamoorthi,
Ren Ng,
Noah Snavely
[pdf] [supp]
[bibtex]
@InProceedings{Srinivasan_2019_CVPR,
author = {Srinivasan, Pratul P. and Tucker, Richard and Barron, Jonathan T. and Ramamoorthi, Ravi and Ng, Ren and Snavely, Noah},
title = {Pushing the Boundaries of View Extrapolation With Multiplane Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GA-Net: Guided Aggregation Net for End-To-End Stereo Matching
Feihu Zhang,
Victor Prisacariu,
Ruigang Yang,
Philip H.S. Torr
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip H.S.},
title = {GA-Net: Guided Aggregation Net for End-To-End Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Real-Time Self-Adaptive Deep Stereo
Alessio Tonioni,
Fabio Tosi,
Matteo Poggi,
Stefano Mattoccia,
Luigi Di Stefano
[pdf] [supp]
[bibtex]
@InProceedings{Tonioni_2019_CVPR,
author = {Tonioni, Alessio and Tosi, Fabio and Poggi, Matteo and Mattoccia, Stefano and Stefano, Luigi Di},
title = {Real-Time Self-Adaptive Deep Stereo},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation
Sunok Kim,
Seungryong Kim,
Dongbo Min,
Kwanghoon Sohn
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Sunok and Kim, Seungryong and Min, Dongbo and Sohn, Kwanghoon},
title = {LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences
Chen Zhao,
Zhiguo Cao,
Chi Li,
Xin Li,
Jiaqi Yang
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Chen and Cao, Zhiguo and Li, Chi and Li, Xin and Yang, Jiaqi},
title = {NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry
Matthew Trager,
Martial Hebert,
Jean Ponce
[pdf] [supp]
[bibtex]
@InProceedings{Trager_2019_CVPR,
author = {Trager, Matthew and Hebert, Martial and Ponce, Jean},
title = {Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image
Xiaoguang Han,
Zhaoxuan Zhang,
Dong Du,
Mingdai Yang,
Jingming Yu,
Pan Pan,
Xin Yang,
Ligang Liu,
Zixiang Xiong,
Shuguang Cui
[pdf]
[bibtex]
@InProceedings{Han_2019_CVPR,
author = {Han, Xiaoguang and Zhang, Zhaoxuan and Du, Dong and Yang, Mingdai and Yu, Jingming and Pan, Pan and Yang, Xin and Liu, Ligang and Xiong, Zixiang and Cui, Shuguang},
title = {Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Video Action Transformer Network
Rohit Girdhar,
Joao Carreira,
Carl Doersch,
Andrew Zisserman
[pdf]
[bibtex]
@InProceedings{Girdhar_2019_CVPR,
author = {Girdhar, Rohit and Carreira, Joao and Doersch, Carl and Zisserman, Andrew},
title = {Video Action Transformer Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Timeception for Complex Action Recognition
Noureldien Hussein,
Efstratios Gavves,
Arnold W.M. Smeulders
[pdf]
[bibtex]
@InProceedings{Hussein_2019_CVPR,
author = {Hussein, Noureldien and Gavves, Efstratios and Smeulders, Arnold W.M.},
title = {Timeception for Complex Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

STEP: Spatio-Temporal Progressive Learning for Video Action Detection
Xitong Yang,
Xiaodong Yang,
Ming-Yu Liu,
Fanyi Xiao,
Larry S. Davis,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Xitong and Yang, Xiaodong and Liu, Ming-Yu and Xiao, Fanyi and Davis, Larry S. and Kautz, Jan},
title = {STEP: Spatio-Temporal Progressive Learning for Video Action Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Relational Action Forecasting
Chen Sun,
Abhinav Shrivastava,
Carl Vondrick,
Rahul Sukthankar,
Kevin Murphy,
Cordelia Schmid
[pdf]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Chen and Shrivastava, Abhinav and Vondrick, Carl and Sukthankar, Rahul and Murphy, Kevin and Schmid, Cordelia},
title = {Relational Action Forecasting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Long-Term Feature Banks for Detailed Video Understanding
Chao-Yuan Wu,
Christoph Feichtenhofer,
Haoqi Fan,
Kaiming He,
Philipp Krahenbuhl,
Ross Girshick
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Chao-Yuan and Feichtenhofer, Christoph and Fan, Haoqi and He, Kaiming and Krahenbuhl, Philipp and Girshick, Ross},
title = {Long-Term Feature Banks for Detailed Video Understanding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes
Yuke Li
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Yuke},
title = {Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
Paritosh Parmar,
Brendan Tran Morris
[pdf]
[bibtex]
@InProceedings{Parmar_2019_CVPR,
author = {Parmar, Paritosh and Morris, Brendan Tran},
title = {What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation
Shuangjie Xu,
Daizong Liu,
Linchao Bao,
Wei Liu,
Pan Zhou
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Shuangjie and Liu, Daizong and Bao, Linchao and Liu, Wei and Zhou, Pan},
title = {MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

2.5D Visual Sound
Ruohan Gao,
Kristen Grauman
[pdf]
[bibtex]
@InProceedings{Gao_2019_CVPR,
author = {Gao, Ruohan and Grauman, Kristen},
title = {2.5D Visual Sound},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model
Weining Wang,
Yan Huang,
Liang Wang
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Weining and Huang, Yan and Wang, Liang},
title = {Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Gaussian Temporal Awareness Networks for Action Localization
Fuchen Long,
Ting Yao,
Zhaofan Qiu,
Xinmei Tian,
Jiebo Luo,
Tao Mei
[pdf]
[bibtex]
@InProceedings{Long_2019_CVPR,
author = {Long, Fuchen and Yao, Ting and Qiu, Zhaofan and Tian, Xinmei and Luo, Jiebo and Mei, Tao},
title = {Gaussian Temporal Awareness Networks for Action Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Efficient Video Classification Using Fewer Frames
Shweta Bhardwaj,
Mukundhan Srinivasan,
Mitesh M. Khapra
[pdf] [supp]
[bibtex]
@InProceedings{Bhardwaj_2019_CVPR,
author = {Bhardwaj, Shweta and Srinivasan, Mukundhan and Khapra, Mitesh M.},
title = {Efficient Video Classification Using Fewer Frames},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Parsing R-CNN for Instance-Level Human Analysis
Lu Yang,
Qing Song,
Zhihui Wang,
Ming Jiang
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Lu and Song, Qing and Wang, Zhihui and Jiang, Ming},
title = {Parsing R-CNN for Instance-Level Human Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Large Scale Incremental Learning
Yue Wu,
Yinpeng Chen,
Lijuan Wang,
Yuancheng Ye,
Zicheng Liu,
Yandong Guo,
Yun Fu
[pdf]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Yue and Chen, Yinpeng and Wang, Lijuan and Ye, Yuancheng and Liu, Zicheng and Guo, Yandong and Fu, Yun},
title = {Large Scale Incremental Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

TopNet: Structural Point Cloud Decoder
Lyne P. Tchapmi,
Vineet Kosaraju,
Hamid Rezatofighi,
Ian Reid,
Silvio Savarese
[pdf] [supp]
[bibtex]
@InProceedings{Tchapmi_2019_CVPR,
author = {Tchapmi, Lyne P. and Kosaraju, Vineet and Rezatofighi, Hamid and Reid, Ian and Savarese, Silvio},
title = {TopNet: Structural Point Cloud Decoder},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification
Yifan Sun,
Qin Xu,
Yali Li,
Chi Zhang,
Yikang Li,
Shengjin Wang,
Jian Sun
[pdf]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Yifan and Xu, Qin and Li, Yali and Zhang, Chi and Li, Yikang and Wang, Shengjin and Sun, Jian},
title = {Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Meta-Transfer Learning for Few-Shot Learning
Qianru Sun,
Yaoyao Liu,
Tat-Seng Chua,
Bernt Schiele
[pdf] [supp]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Qianru and Liu, Yaoyao and Chua, Tat-Seng and Schiele, Bernt},
title = {Meta-Transfer Learning for Few-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
Bohan Zhuang,
Chunhua Shen,
Mingkui Tan,
Lingqiao Liu,
Ian Reid
[pdf] [supp]
[bibtex]
@InProceedings{Zhuang_2019_CVPR,
author = {Zhuang, Bohan and Shen, Chunhua and Tan, Mingkui and Liu, Lingqiao and Reid, Ian},
title = {Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep RNN Framework for Visual Sequential Applications
Bo Pang,
Kaiwen Zha,
Hanwen Cao,
Chen Shi,
Cewu Lu
[pdf]
[bibtex]
@InProceedings{Pang_2019_CVPR,
author = {Pang, Bo and Zha, Kaiwen and Cao, Hanwen and Shi, Chen and Lu, Cewu},
title = {Deep RNN Framework for Visual Sequential Applications},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Graph-Based Global Reasoning Networks
Yunpeng Chen,
Marcus Rohrbach,
Zhicheng Yan,
Yan Shuicheng,
Jiashi Feng,
Yannis Kalantidis
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Yunpeng and Rohrbach, Marcus and Yan, Zhicheng and Shuicheng, Yan and Feng, Jiashi and Kalantidis, Yannis},
title = {Graph-Based Global Reasoning Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SSN: Learning Sparse Switchable Normalization via SparsestMax
Wenqi Shao,
Tianjian Meng,
Jingyu Li,
Ruimao Zhang,
Yudian Li,
Xiaogang Wang,
Ping Luo
[pdf]
[bibtex]
@InProceedings{Shao_2019_CVPR,
author = {Shao, Wenqi and Meng, Tianjian and Li, Jingyu and Zhang, Ruimao and Li, Yudian and Wang, Xiaogang and Luo, Ping},
title = {SSN: Learning Sparse Switchable Normalization via SparsestMax},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition
Yongming Rao,
Jiwen Lu,
Jie Zhou
[pdf] [supp]
[bibtex]
@InProceedings{Rao_2019_CVPR,
author = {Rao, Yongming and Lu, Jiwen and Zhou, Jie},
title = {Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Generate Synthetic Data via Compositing
Shashank Tripathi,
Siddhartha Chandra,
Amit Agrawal,
Ambrish Tyagi,
James M. Rehg,
Visesh Chari
[pdf] [supp]
[bibtex]
@InProceedings{Tripathi_2019_CVPR,
author = {Tripathi, Shashank and Chandra, Siddhartha and Agrawal, Amit and Tyagi, Ambrish and Rehg, James M. and Chari, Visesh},
title = {Learning to Generate Synthetic Data via Compositing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Divide and Conquer the Embedding Space for Metric Learning
Artsiom Sanakoyeu,
Vadim Tschernezki,
Uta Buchler,
Bjorn Ommer
[pdf] [supp]
[bibtex]
@InProceedings{Sanakoyeu_2019_CVPR,
author = {Sanakoyeu, Artsiom and Tschernezki, Vadim and Buchler, Uta and Ommer, Bjorn},
title = {Divide and Conquer the Embedding Space for Metric Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Latent Space Autoregression for Novelty Detection
Davide Abati,
Angelo Porrello,
Simone Calderara,
Rita Cucchiara
[pdf] [supp]
[bibtex]
@InProceedings{Abati_2019_CVPR,
author = {Abati, Davide and Porrello, Angelo and Calderara, Simone and Cucchiara, Rita},
title = {Latent Space Autoregression for Novelty Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attending to Discriminative Certainty for Domain Adaptation
Vinod Kumar Kurmi,
Shanu Kumar,
Vinay P. Namboodiri
[pdf] [supp]
[bibtex]
@InProceedings{Kurmi_2019_CVPR,
author = {Kurmi, Vinod Kumar and Kumar, Shanu and Namboodiri, Vinay P.},
title = {Attending to Discriminative Certainty for Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feature Denoising for Improving Adversarial Robustness
Cihang Xie,
Yuxin Wu,
Laurens van der Maaten,
Alan L. Yuille,
Kaiming He
[pdf]
[bibtex]
@InProceedings{Xie_2019_CVPR,
author = {Xie, Cihang and Wu, Yuxin and Maaten, Laurens van der and Yuille, Alan L. and He, Kaiming},
title = {Feature Denoising for Improving Adversarial Robustness},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Selective Kernel Networks
Xiang Li,
Wenhai Wang,
Xiaolin Hu,
Jian Yang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Xiang and Wang, Wenhai and Hu, Xiaolin and Yang, Jian},
title = {Selective Kernel Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

On Implicit Filter Level Sparsity in Convolutional Neural Networks
Dushyant Mehta,
Kwang In Kim,
Christian Theobalt
[pdf] [supp]
[bibtex]
@InProceedings{Mehta_2019_CVPR,
author = {Mehta, Dushyant and Kim, Kwang In and Theobalt, Christian},
title = {On Implicit Filter Level Sparsity in Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

FlowNet3D: Learning Scene Flow in 3D Point Clouds
Xingyu Liu,
Charles R. Qi,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Xingyu and Qi, Charles R. and Guibas, Leonidas J.},
title = {FlowNet3D: Learning Scene Flow in 3D Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks
Kuan Fang,
Alexander Toshev,
Li Fei-Fei,
Silvio Savarese
[pdf] [supp]
[bibtex]
@InProceedings{Fang_2019_CVPR,
author = {Fang, Kuan and Toshev, Alexander and Fei-Fei, Li and Savarese, Silvio},
title = {Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Co-Occurrent Features in Semantic Segmentation
Hang Zhang,
Han Zhang,
Chenguang Wang,
Junyuan Xie
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Hang and Zhang, Han and Wang, Chenguang and Xie, Junyuan},
title = {Co-Occurrent Features in Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Bag of Tricks for Image Classification with Convolutional Neural Networks
Tong He,
Zhi Zhang,
Hang Zhang,
Zhongyue Zhang,
Junyuan Xie,
Mu Li
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Tong and Zhang, Zhi and Zhang, Hang and Zhang, Zhongyue and Xie, Junyuan and Li, Mu},
title = {Bag of Tricks for Image Classification with Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Channel-Wise Interactions for Binary Convolutional Neural Networks
Ziwei Wang,
Jiwen Lu,
Chenxin Tao,
Jie Zhou,
Qi Tian
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Ziwei and Lu, Jiwen and Tao, Chenxin and Zhou, Jie and Tian, Qi},
title = {Learning Channel-Wise Interactions for Binary Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Knowledge Adaptation for Efficient Semantic Segmentation
Tong He,
Chunhua Shen,
Zhi Tian,
Dong Gong,
Changming Sun,
Youliang Yan
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Tong and Shen, Chunhua and Tian, Zhi and Gong, Dong and Sun, Changming and Yan, Youliang},
title = {Knowledge Adaptation for Efficient Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack
Zhezhi He,
Adnan Siraj Rakin,
Deliang Fan
[pdf] [supp]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Zhezhi and Rakin, Adnan Siraj and Fan, Deliang},
title = {Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification
Zhun Zhong,
Liang Zheng,
Zhiming Luo,
Shaozi Li,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Zhong_2019_CVPR,
author = {Zhong, Zhun and Zheng, Liang and Luo, Zhiming and Li, Shaozi and Yang, Yi},
title = {Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dissecting Person Re-Identification From the Viewpoint of Viewpoint
Xiaoxiao Sun,
Liang Zheng
[pdf] [supp]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Xiaoxiao and Zheng, Liang},
title = {Dissecting Person Re-Identification From the Viewpoint of Viewpoint},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification
Zhixiang Wang,
Zheng Wang,
Yinqiang Zheng,
Yung-Yu Chuang,
Shin'ichi Satoh
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Zhixiang and Wang, Zheng and Zheng, Yinqiang and Chuang, Yung-Yu and Satoh, Shin'ichi},
title = {Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Progressive Feature Alignment for Unsupervised Domain Adaptation
Chaoqi Chen,
Weiping Xie,
Wenbing Huang,
Yu Rong,
Xinghao Ding,
Yue Huang,
Tingyang Xu,
Junzhou Huang
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Chaoqi and Xie, Weiping and Huang, Wenbing and Rong, Yu and Ding, Xinghao and Huang, Yue and Xu, Tingyang and Huang, Junzhou},
title = {Progressive Feature Alignment for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition
Xiaofeng Liu,
Site Li,
Lingsheng Kong,
Wanqing Xie,
Ping Jia,
Jane You,
B.V.K. Kumar
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Xiaofeng and Li, Site and Kong, Lingsheng and Xie, Wanqing and Jia, Ping and You, Jane and Kumar, B.V.K.},
title = {Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning a Deep ConvNet for Multi-Label Classification With Partial Labels
Thibaut Durand,
Nazanin Mehrasa,
Greg Mori
[pdf] [supp]
[bibtex]
@InProceedings{Durand_2019_CVPR,
author = {Durand, Thibaut and Mehrasa, Nazanin and Mori, Greg},
title = {Learning a Deep ConvNet for Multi-Label Classification With Partial Labels},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression
Hamid Rezatofighi,
Nathan Tsoi,
JunYoung Gwak,
Amir Sadeghian,
Ian Reid,
Silvio Savarese
[pdf] [supp]
[bibtex]
@InProceedings{Rezatofighi_2019_CVPR,
author = {Rezatofighi, Hamid and Tsoi, Nathan and Gwak, JunYoung and Sadeghian, Amir and Reid, Ian and Savarese, Silvio},
title = {Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Densely Semantically Aligned Person Re-Identification
Zhizheng Zhang,
Cuiling Lan,
Wenjun Zeng,
Zhibo Chen
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Zhizheng and Lan, Cuiling and Zeng, Wenjun and Chen, Zhibo},
title = {Densely Semantically Aligned Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generalising Fine-Grained Sketch-Based Image Retrieval
Kaiyue Pang,
Ke Li,
Yongxin Yang,
Honggang Zhang,
Timothy M. Hospedales,
Tao Xiang,
Yi-Zhe Song
[pdf]
[bibtex]
@InProceedings{Pang_2019_CVPR,
author = {Pang, Kaiyue and Li, Ke and Yang, Yongxin and Zhang, Honggang and Hospedales, Timothy M. and Xiang, Tao and Song, Yi-Zhe},
title = {Generalising Fine-Grained Sketch-Based Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Adapting Object Detectors via Selective Cross-Domain Alignment
Xinge Zhu,
Jiangmiao Pang,
Ceyuan Yang,
Jianping Shi,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Xinge and Pang, Jiangmiao and Yang, Ceyuan and Shi, Jianping and Lin, Dahua},
title = {Adapting Object Detectors via Selective Cross-Domain Alignment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation
Yunhang Shen,
Rongrong Ji,
Yan Wang,
Yongjian Wu,
Liujuan Cao
[pdf]
[bibtex]
@InProceedings{Shen_2019_CVPR,
author = {Shen, Yunhang and Ji, Rongrong and Wang, Yan and Wu, Yongjian and Cao, Liujuan},
title = {Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Thinking Outside the Pool: Active Training Image Creation for Relative Attributes
Aron Yu,
Kristen Grauman
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Aron and Grauman, Kristen},
title = {Thinking Outside the Pool: Active Training Image Creation for Relative Attributes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generalizable Person Re-Identification by Domain-Invariant Mapping Network
Jifei Song,
Yongxin Yang,
Yi-Zhe Song,
Tao Xiang,
Timothy M. Hospedales
[pdf]
[bibtex]
@InProceedings{Song_2019_CVPR,
author = {Song, Jifei and Yang, Yongxin and Song, Yi-Zhe and Xiang, Tao and Hospedales, Timothy M.},
title = {Generalizable Person Re-Identification by Domain-Invariant Mapping Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification
Hao Guo,
Kang Zheng,
Xiaochuan Fan,
Hongkai Yu,
Song Wang
[pdf] [supp]
[bibtex]
@InProceedings{Guo_2019_CVPR,
author = {Guo, Hao and Zheng, Kang and Fan, Xiaochuan and Yu, Hongkai and Wang, Song},
title = {Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification
Song Bai,
Peng Tang,
Philip H.S. Torr,
Longin Jan Latecki
[pdf] [supp]
[bibtex]
@InProceedings{Bai_2019_CVPR,
author = {Bai, Song and Tang, Peng and Torr, Philip H.S. and Latecki, Longin Jan},
title = {Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization
Junbao Zhuo,
Shuhui Wang,
Shuhao Cui,
Qingming Huang
[pdf]
[bibtex]
@InProceedings{Zhuo_2019_CVPR,
author = {Zhuo, Junbao and Wang, Shuhui and Cui, Shuhao and Huang, Qingming},
title = {Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Weakly Supervised Person Re-Identification
Jingke Meng,
Sheng Wu,
Wei-Shi Zheng
[pdf]
[bibtex]
@InProceedings{Meng_2019_CVPR,
author = {Meng, Jingke and Wu, Sheng and Zheng, Wei-Shi},
title = {Weakly Supervised Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud
Shaoshuai Shi,
Xiaogang Wang,
Hongsheng Li
[pdf]
[bibtex]
@InProceedings{Shi_2019_CVPR,
author = {Shi, Shaoshuai and Wang, Xiaogang and Li, Hongsheng},
title = {PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Automatic Adaptation of Object Detectors to New Domains Using Self-Training
Aruni RoyChowdhury,
Prithvijit Chakrabarty,
Ashish Singh,
SouYoung Jin,
Huaizu Jiang,
Liangliang Cao,
Erik Learned-Miller
[pdf] [supp]
[bibtex]
@InProceedings{RoyChowdhury_2019_CVPR,
author = {RoyChowdhury, Aruni and Chakrabarty, Prithvijit and Singh, Ashish and Jin, SouYoung and Jiang, Huaizu and Cao, Liangliang and Learned-Miller, Erik},
title = {Automatic Adaptation of Object Detectors to New Domains Using Self-Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing
Jiaxin Chen,
Jie Qin,
Li Liu,
Fan Zhu,
Fumin Shen,
Jin Xie,
Ling Shao
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Jiaxin and Qin, Jie and Liu, Li and Zhu, Fan and Shen, Fumin and Xie, Jin and Shao, Ling},
title = {Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generative Dual Adversarial Network for Generalized Zero-Shot Learning
He Huang,
Changhu Wang,
Philip S. Yu,
Chang-Dong Wang
[pdf]
[bibtex]
@InProceedings{Huang_2019_CVPR,
author = {Huang, He and Wang, Changhu and Yu, Philip S. and Wang, Chang-Dong},
title = {Generative Dual Adversarial Network for Generalized Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Query-Guided End-To-End Person Search
Bharti Munjal,
Sikandar Amin,
Federico Tombari,
Fabio Galasso
[pdf]
[bibtex]
@InProceedings{Munjal_2019_CVPR,
author = {Munjal, Bharti and Amin, Sikandar and Tombari, Federico and Galasso, Fabio},
title = {Query-Guided End-To-End Person Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Libra R-CNN: Towards Balanced Learning for Object Detection
Jiangmiao Pang,
Kai Chen,
Jianping Shi,
Huajun Feng,
Wanli Ouyang,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Pang_2019_CVPR,
author = {Pang, Jiangmiao and Chen, Kai and Shi, Jianping and Feng, Huajun and Ouyang, Wanli and Lin, Dahua},
title = {Libra R-CNN: Towards Balanced Learning for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning a Unified Classifier Incrementally via Rebalancing
Saihui Hou,
Xinyu Pan,
Chen Change Loy,
Zilei Wang,
Dahua Lin
[pdf] [supp]
[bibtex]
@InProceedings{Hou_2019_CVPR,
author = {Hou, Saihui and Pan, Xinyu and Loy, Chen Change and Wang, Zilei and Lin, Dahua},
title = {Learning a Unified Classifier Incrementally via Rebalancing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feature Selective Anchor-Free Module for Single-Shot Object Detection
Chenchen Zhu,
Yihui He,
Marios Savvides
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Chenchen and He, Yihui and Savvides, Marios},
title = {Feature Selective Anchor-Free Module for Single-Shot Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Bottom-Up Object Detection by Grouping Extreme and Center Points
Xingyi Zhou,
Jiacheng Zhuo,
Philipp Krahenbuhl
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2019_CVPR,
author = {Zhou, Xingyi and Zhuo, Jiacheng and Krahenbuhl, Philipp},
title = {Bottom-Up Object Detection by Grouping Extreme and Center Points},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples
Zihao Liu,
Qi Liu,
Tao Liu,
Nuo Xu,
Xue Lin,
Yanzhi Wang,
Wujie Wen
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Zihao and Liu, Qi and Liu, Tao and Xu, Nuo and Lin, Xue and Wang, Yanzhi and Wen, Wujie},
title = {Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SCOPS: Self-Supervised Co-Part Segmentation
Wei-Chih Hung,
Varun Jampani,
Sifei Liu,
Pavlo Molchanov,
Ming-Hsuan Yang,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Hung_2019_CVPR,
author = {Hung, Wei-Chih and Jampani, Varun and Liu, Sifei and Molchanov, Pavlo and Yang, Ming-Hsuan and Kautz, Jan},
title = {SCOPS: Self-Supervised Co-Part Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Moving Object Detection via Contextual Information Separation
Yanchao Yang,
Antonio Loquercio,
Davide Scaramuzza,
Stefano Soatto
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Yanchao and Loquercio, Antonio and Scaramuzza, Davide and Soatto, Stefano},
title = {Unsupervised Moving Object Detection via Contextual Information Separation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pose2Seg: Detection Free Human Instance Segmentation
Song-Hai Zhang,
Ruilong Li,
Xin Dong,
Paul Rosin,
Zixi Cai,
Xi Han,
Dingcheng Yang,
Haozhi Huang,
Shi-Min Hu
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Song-Hai and Li, Ruilong and Dong, Xin and Rosin, Paul and Cai, Zixi and Han, Xi and Yang, Dingcheng and Huang, Haozhi and Hu, Shi-Min},
title = {Pose2Seg: Detection Free Human Instance Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios
Guorun Yang,
Xiao Song,
Chaoqin Huang,
Zhidong Deng,
Jianping Shi,
Bolei Zhou
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Guorun and Song, Xiao and Huang, Chaoqin and Deng, Zhidong and Shi, Jianping and Zhou, Bolei},
title = {DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding
Kaichun Mo,
Shilin Zhu,
Angel X. Chang,
Li Yi,
Subarna Tripathi,
Leonidas J. Guibas,
Hao Su
[pdf] [supp]
[bibtex]
@InProceedings{Mo_2019_CVPR,
author = {Mo, Kaichun and Zhu, Shilin and Chang, Angel X. and Yi, Li and Tripathi, Subarna and Guibas, Leonidas J. and Su, Hao},
title = {PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing
Shifeng Zhang,
Xiaobo Wang,
Ajian Liu,
Chenxu Zhao,
Jun Wan,
Sergio Escalera,
Hailin Shi,
Zezheng Wang,
Stan Z. Li
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Shifeng and Wang, Xiaobo and Liu, Ajian and Zhao, Chenxu and Wan, Jun and Escalera, Sergio and Shi, Hailin and Wang, Zezheng and Li, Stan Z.},
title = {A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Learning of Consensus Maximization for 3D Vision Problems
Thomas Probst,
Danda Pani Paudel,
Ajad Chhatkuli,
Luc Van Gool
[pdf] [supp]
[bibtex]
@InProceedings{Probst_2019_CVPR,
author = {Probst, Thomas and Paudel, Danda Pani and Chhatkuli, Ajad and Gool, Luc Van},
title = {Unsupervised Learning of Consensus Maximization for 3D Vision Problems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People
Danna Gurari,
Qing Li,
Chi Lin,
Yinan Zhao,
Anhong Guo,
Abigale Stangl,
Jeffrey P. Bigham
[pdf] [supp]
[bibtex]
@InProceedings{Gurari_2019_CVPR,
author = {Gurari, Danna and Li, Qing and Lin, Chi and Zhao, Yinan and Guo, Anhong and Stangl, Abigale and Bigham, Jeffrey P.},
title = {VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Structural Relational Reasoning of Point Clouds
Yueqi Duan,
Yu Zheng,
Jiwen Lu,
Jie Zhou,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Duan_2019_CVPR,
author = {Duan, Yueqi and Zheng, Yu and Lu, Jiwen and Zhou, Jie and Tian, Qi},
title = {Structural Relational Reasoning of Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MVF-Net: Multi-View 3D Face Morphable Model Regression
Fanzi Wu,
Linchao Bao,
Yajing Chen,
Yonggen Ling,
Yibing Song,
Songnan Li,
King Ngi Ngan,
Wei Liu
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Fanzi and Bao, Linchao and Chen, Yajing and Ling, Yonggen and Song, Yibing and Li, Songnan and Ngan, King Ngi and Liu, Wei},
title = {MVF-Net: Multi-View 3D Face Morphable Model Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction
Chen-Hsuan Lin,
Oliver Wang,
Bryan C. Russell,
Eli Shechtman,
Vladimir G. Kim,
Matthew Fisher,
Simon Lucey
[pdf]
[bibtex]
@InProceedings{Lin_2019_CVPR,
author = {Lin, Chen-Hsuan and Wang, Oliver and Russell, Bryan C. and Shechtman, Eli and Kim, Vladimir G. and Fisher, Matthew and Lucey, Simon},
title = {Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Guided Stereo Matching
Matteo Poggi,
Davide Pallotti,
Fabio Tosi,
Stefano Mattoccia
[pdf]
[bibtex]
@InProceedings{Poggi_2019_CVPR,
author = {Poggi, Matteo and Pallotti, Davide and Tosi, Fabio and Mattoccia, Stefano},
title = {Guided Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion
Alex Zihao Zhu,
Liangzhe Yuan,
Kenneth Chaney,
Kostas Daniilidis
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Alex Zihao and Yuan, Liangzhe and Chaney, Kenneth and Daniilidis, Kostas},
title = {Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN
Shiyi Lan,
Ruichi Yu,
Gang Yu,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Lan_2019_CVPR,
author = {Lan, Shiyi and Yu, Ruichi and Yu, Gang and Davis, Larry S.},
title = {Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3D Point Capsule Networks
Yongheng Zhao,
Tolga Birdal,
Haowen Deng,
Federico Tombari
[pdf] [supp]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Yongheng and Birdal, Tolga and Deng, Haowen and Tombari, Federico},
title = {3D Point Capsule Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving
Buyu Li,
Wanli Ouyang,
Lu Sheng,
Xingyu Zeng,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Buyu and Ouyang, Wanli and Sheng, Lu and Zeng, Xingyu and Wang, Xiaogang},
title = {GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding
Zehao Yu,
Jia Zheng,
Dongze Lian,
Zihan Zhou,
Shenghua Gao
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Zehao and Zheng, Jia and Lian, Dongze and Zhou, Zihan and Gao, Shenghua},
title = {Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3DN: 3D Deformation Network
Weiyue Wang,
Duygu Ceylan,
Radomir Mech,
Ulrich Neumann
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Weiyue and Ceylan, Duygu and Mech, Radomir and Neumann, Ulrich},
title = {3DN: 3D Deformation Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation
Cheng Sun,
Chi-Wei Hsiao,
Min Sun,
Hwann-Tzong Chen
[pdf] [supp]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Cheng and Hsiao, Chi-Wei and Sun, Min and Chen, Hwann-Tzong},
title = {HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Fitting Degree Scoring Network for Monocular 3D Object Detection
Lijie Liu,
Jiwen Lu,
Chunjing Xu,
Qi Tian,
Jie Zhou
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Lijie and Lu, Jiwen and Xu, Chunjing and Tian, Qi and Zhou, Jie},
title = {Deep Fitting Degree Scoring Network for Monocular 3D Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering
Seungryul Baek,
Kwang In Kim,
Tae-Kyun Kim
[pdf] [supp]
[bibtex]
@InProceedings{Baek_2019_CVPR,
author = {Baek, Seungryul and Kim, Kwang In and Kim, Tae-Kyun},
title = {Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry
Muhammed Kocabas,
Salih Karagoz,
Emre Akbas
[pdf]
[bibtex]
@InProceedings{Kocabas_2019_CVPR,
author = {Kocabas, Muhammed and Karagoz, Salih and Akbas, Emre},
title = {Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image
Tsun-Yi Yang,
Yi-Ting Chen,
Yen-Yu Lin,
Yung-Yu Chuang
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Tsun-Yi and Chen, Yi-Ting and Lin, Yen-Yu and Chuang, Yung-Yu},
title = {FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders
Yuxiang Zhou,
Jiankang Deng,
Irene Kotsia,
Stefanos Zafeiriou
[pdf]
[bibtex]
@InProceedings{Zhou_2019_CVPR,
author = {Zhou, Yuxiang and Deng, Jiankang and Kotsia, Irene and Zafeiriou, Stefanos},
title = {Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Does Learning Specific Features for Related Parts Help Human Pose Estimation?
Wei Tang,
Ying Wu
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Wei and Wu, Ying},
title = {Does Learning Specific Features for Related Parts Help Human Pose Estimation?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Linkage Based Face Clustering via Graph Convolution Network
Zhongdao Wang,
Liang Zheng,
Yali Li,
Shengjin Wang
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Zhongdao and Zheng, Liang and Li, Yali and Wang, Shengjin},
title = {Linkage Based Face Clustering via Graph Convolution Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards High-Fidelity Nonlinear 3D Face Morphable Model
Luan Tran,
Feng Liu,
Xiaoming Liu
[pdf]
[bibtex]
@InProceedings{Tran_2019_CVPR,
author = {Tran, Luan and Liu, Feng and Liu, Xiaoming},
title = {Towards High-Fidelity Nonlinear 3D Face Morphable Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

RegularFace: Deep Face Recognition via Exclusive Regularization
Kai Zhao,
Jingyi Xu,
Ming-Ming Cheng
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Kai and Xu, Jingyi and Cheng, Ming-Ming},
title = {RegularFace: Deep Face Recognition via Exclusive Regularization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation
Wanhua Li,
Jiwen Lu,
Jianjiang Feng,
Chunjing Xu,
Jie Zhou,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Wanhua and Lu, Jiwen and Feng, Jianjiang and Xu, Chunjing and Zhou, Jie and Tian, Qi},
title = {BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction
Baris Gecer,
Stylianos Ploumpis,
Irene Kotsia,
Stefanos Zafeiriou
[pdf] [supp]
[bibtex]
@InProceedings{Gecer_2019_CVPR,
author = {Gecer, Baris and Ploumpis, Stylianos and Kotsia, Irene and Zafeiriou, Stefanos},
title = {GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training
Mahdi Abavisani,
Hamid Reza Vaezi Joze,
Vishal M. Patel
[pdf]
[bibtex]
@InProceedings{Abavisani_2019_CVPR,
author = {Abavisani, Mahdi and Joze, Hamid Reza Vaezi and Patel, Vishal M.},
title = {Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Reconstruct People in Clothing From a Single RGB Camera
Thiemo Alldieck,
Marcus Magnor,
Bharat Lal Bhatnagar,
Christian Theobalt,
Gerard Pons-Moll
[pdf]
[bibtex]
@InProceedings{Alldieck_2019_CVPR,
author = {Alldieck, Thiemo and Magnor, Marcus and Bhatnagar, Bharat Lal and Theobalt, Christian and Pons-Moll, Gerard},
title = {Learning to Reconstruct People in Clothing From a Single RGB Camera},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Distilled Person Re-Identification: Towards a More Scalable System
Ancong Wu,
Wei-Shi Zheng,
Xiaowei Guo,
Jian-Huang Lai
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Ancong and Zheng, Wei-Shi and Guo, Xiaowei and Lai, Jian-Huang},
title = {Distilled Person Re-Identification: Towards a More Scalable System},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Perceptual Prediction Framework for Self Supervised Event Segmentation
Sathyanarayanan N. Aakur,
Sudeep Sarkar
[pdf]
[bibtex]
@InProceedings{Aakur_2019_CVPR,
author = {Aakur, Sathyanarayanan N. and Sarkar, Sudeep},
title = {A Perceptual Prediction Framework for Self Supervised Event Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis
Yansong Tang,
Dajun Ding,
Yongming Rao,
Yu Zheng,
Danyang Zhang,
Lili Zhao,
Jiwen Lu,
Jie Zhou
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Yansong and Ding, Dajun and Rao, Yongming and Zheng, Yu and Zhang, Danyang and Zhao, Lili and Lu, Jiwen and Zhou, Jie},
title = {COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization
Chenchen Liu,
Xinyu Weng,
Yadong Mu
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Chenchen and Weng, Xinyu and Mu, Yadong},
title = {Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition
Chenyang Si,
Wentao Chen,
Wei Wang,
Liang Wang,
Tieniu Tan
[pdf]
[bibtex]
@InProceedings{Si_2019_CVPR,
author = {Si, Chenyang and Chen, Wentao and Wang, Wei and Wang, Liang and Tan, Tieniu},
title = {An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection
Jia-Xing Zhong,
Nannan Li,
Weijie Kong,
Shan Liu,
Thomas H. Li,
Ge Li
[pdf] [supp]
[bibtex]
@InProceedings{Zhong_2019_CVPR,
author = {Zhong, Jia-Xing and Li, Nannan and Kong, Weijie and Liu, Shan and Li, Thomas H. and Li, Ge},
title = {Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment
Da Zhang,
Xiyang Dai,
Xin Wang,
Yuan-Fang Wang,
Larry S. Davis
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Da and Dai, Xiyang and Wang, Xin and Wang, Yuan-Fang and Davis, Larry S.},
title = {MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Less Is More: Learning Highlight Detection From Video Duration
Bo Xiong,
Yannis Kalantidis,
Deepti Ghadiyaram,
Kristen Grauman
[pdf]
[bibtex]
@InProceedings{Xiong_2019_CVPR,
author = {Xiong, Bo and Kalantidis, Yannis and Ghadiyaram, Deepti and Grauman, Kristen},
title = {Less Is More: Learning Highlight Detection From Video Duration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition
Zheng Shou,
Xudong Lin,
Yannis Kalantidis,
Laura Sevilla-Lara,
Marcus Rohrbach,
Shih-Fu Chang,
Zhicheng Yan
[pdf]
[bibtex]
@InProceedings{Shou_2019_CVPR,
author = {Shou, Zheng and Lin, Xudong and Kalantidis, Yannis and Sevilla-Lara, Laura and Rohrbach, Marcus and Chang, Shih-Fu and Yan, Zhicheng},
title = {DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

AdaFrame: Adaptive Frame Selection for Fast Video Recognition
Zuxuan Wu,
Caiming Xiong,
Chih-Yao Ma,
Richard Socher,
Larry S. Davis
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Zuxuan and Xiong, Caiming and Ma, Chih-Yao and Socher, Richard and Davis, Larry S.},
title = {AdaFrame: Adaptive Frame Selection for Fast Video Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spatio-Temporal Video Re-Localization by Warp LSTM
Yang Feng,
Lin Ma,
Wei Liu,
Jiebo Luo
[pdf] [supp]
[bibtex]
@InProceedings{Feng_2019_CVPR,
author = {Feng, Yang and Ma, Lin and Liu, Wei and Luo, Jiebo},
title = {Spatio-Temporal Video Re-Localization by Warp LSTM},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization
Daochang Liu,
Tingting Jiang,
Yizhou Wang
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Daochang and Jiang, Tingting and Wang, Yizhou},
title = {Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Deep Tracking
Ning Wang,
Yibing Song,
Chao Ma,
Wengang Zhou,
Wei Liu,
Houqiang Li
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Ning and Song, Yibing and Ma, Chao and Zhou, Wengang and Liu, Wei and Li, Houqiang},
title = {Unsupervised Deep Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers
Zhen He,
Jian Li,
Daxue Liu,
Hangen He,
David Barber
[pdf] [supp]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Zhen and Li, Jian and Liu, Daxue and He, Hangen and Barber, David},
title = {Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Fast Online Object Tracking and Segmentation: A Unifying Approach
Qiang Wang,
Li Zhang,
Luca Bertinetto,
Weiming Hu,
Philip H.S. Torr
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Qiang and Zhang, Li and Bertinetto, Luca and Hu, Weiming and Torr, Philip H.S.},
title = {Fast Online Object Tracking and Segmentation: A Unifying Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters
Ugur Kart,
Alan Lukezic,
Matej Kristan,
Joni-Kristian Kamarainen,
Jiri Matas
[pdf]
[bibtex]
@InProceedings{Kart_2019_CVPR,
author = {Kart, Ugur and Lukezic, Alan and Kristan, Matej and Kamarainen, Joni-Kristian and Matas, Jiri},
title = {Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
Amir Sadeghian,
Vineet Kosaraju,
Ali Sadeghian,
Noriaki Hirose,
Hamid Rezatofighi,
Silvio Savarese
[pdf]
[bibtex]
@InProceedings{Sadeghian_2019_CVPR,
author = {Sadeghian, Amir and Kosaraju, Vineet and Sadeghian, Ali and Hirose, Noriaki and Rezatofighi, Hamid and Savarese, Silvio},
title = {SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Leveraging Shape Completion for 3D Siamese Tracking
Silvio Giancola,
Jesus Zarzar,
Bernard Ghanem
[pdf]
[bibtex]
@InProceedings{Giancola_2019_CVPR,
author = {Giancola, Silvio and Zarzar, Jesus and Ghanem, Bernard},
title = {Leveraging Shape Completion for 3D Siamese Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Target-Aware Deep Tracking
Xin Li,
Chao Ma,
Baoyuan Wu,
Zhenyu He,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Xin and Ma, Chao and Wu, Baoyuan and He, Zhenyu and Yang, Ming-Hsuan},
title = {Target-Aware Deep Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spatiotemporal CNN for Video Object Segmentation
Kai Xu,
Longyin Wen,
Guorong Li,
Liefeng Bo,
Qingming Huang
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Kai and Wen, Longyin and Li, Guorong and Bo, Liefeng and Huang, Qingming},
title = {Spatiotemporal CNN for Video Object Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification
Wenjie Yang,
Houjing Huang,
Zhang Zhang,
Xiaotang Chen,
Kaiqi Huang,
Shu Zhang
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Wenjie and Huang, Houjing and Zhang, Zhang and Chen, Xiaotang and Huang, Kaiqi and Zhang, Shu},
title = {Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Wide-Context Semantic Image Extrapolation
Yi Wang,
Xin Tao,
Xiaoyong Shen,
Jiaya Jia
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Yi and Tao, Xin and Shen, Xiaoyong and Jia, Jiaya},
title = {Wide-Context Semantic Image Extrapolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

End-To-End Time-Lapse Video Synthesis From a Single Outdoor Image
Seonghyeon Nam,
Chongyang Ma,
Menglei Chai,
William Brendel,
Ning Xu,
Seon Joo Kim
[pdf] [supp]
[bibtex]
@InProceedings{Nam_2019_CVPR,
author = {Nam, Seonghyeon and Ma, Chongyang and Chai, Menglei and Brendel, William and Xu, Ning and Kim, Seon Joo},
title = {End-To-End Time-Lapse Video Synthesis From a Single Outdoor Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images
Yang Wang,
Haibin Huang,
Chuan Wang,
Tong He,
Jue Wang,
Minh Hoai
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Yang and Huang, Haibin and Wang, Chuan and He, Tong and Wang, Jue and Hoai, Minh},
title = {GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
Qi Mao,
Hsin-Ying Lee,
Hung-Yu Tseng,
Siwei Ma,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Mao_2019_CVPR,
author = {Mao, Qi and Lee, Hsin-Ying and Tseng, Hung-Yu and Ma, Siwei and Yang, Ming-Hsuan},
title = {Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pluralistic Image Completion
Chuanxia Zheng,
Tat-Jen Cham,
Jianfei Cai
[pdf] [supp]
[bibtex]
@InProceedings{Zheng_2019_CVPR,
author = {Zheng, Chuanxia and Cham, Tat-Jen and Cai, Jianfei},
title = {Pluralistic Image Completion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Salient Object Detection With Pyramid Attention and Salient Edges
Wenguan Wang,
Shuyang Zhao,
Jianbing Shen,
Steven C. H. Hoi,
Ali Borji
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Wenguan and Zhao, Shuyang and Shen, Jianbing and Hoi, Steven C. H. and Borji, Ali},
title = {Salient Object Detection With Pyramid Attention and Salient Edges},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation
Yazeed Alharbi,
Neil Smith,
Peter Wonka
[pdf]
[bibtex]
@InProceedings{Alharbi_2019_CVPR,
author = {Alharbi, Yazeed and Smith, Neil and Wonka, Peter},
title = {Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attention-Aware Multi-Stroke Style Transfer
Yuan Yao,
Jianqiang Ren,
Xuansong Xie,
Weidong Liu,
Yong-Jin Liu,
Jun Wang
[pdf] [supp]
[bibtex]
@InProceedings{Yao_2019_CVPR,
author = {Yao, Yuan and Ren, Jianqiang and Xie, Xuansong and Liu, Weidong and Liu, Yong-Jin and Wang, Jun},
title = {Attention-Aware Multi-Stroke Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feedback Adversarial Learning: Spatial Feedback for Improving Generative Adversarial Networks
Minyoung Huh,
Shao-Hua Sun,
Ning Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Huh_2019_CVPR,
author = {Huh, Minyoung and Sun, Shao-Hua and Zhang, Ning},
title = {Feedback Adversarial Learning: Spatial Feedback for Improving Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
Yanhong Zeng,
Jianlong Fu,
Hongyang Chao,
Baining Guo
[pdf]
[bibtex]
@InProceedings{Zeng_2019_CVPR,
author = {Zeng, Yanhong and Fu, Jianlong and Chao, Hongyang and Guo, Baining},
title = {Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Example-Guided Style-Consistent Image Synthesis From Semantic Labeling
Miao Wang,
Guo-Ye Yang,
Ruilong Li,
Run-Ze Liang,
Song-Hai Zhang,
Peter M. Hall,
Shi-Min Hu
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Miao and Yang, Guo-Ye and Li, Ruilong and Liang, Run-Ze and Zhang, Song-Hai and Hall, Peter M. and Hu, Shi-Min},
title = {Example-Guided Style-Consistent Image Synthesis From Semantic Labeling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MirrorGAN: Learning Text-To-Image Generation by Redescription
Tingting Qiao,
Jing Zhang,
Duanqing Xu,
Dacheng Tao
[pdf] [supp]
[bibtex]
@InProceedings{Qiao_2019_CVPR,
author = {Qiao, Tingting and Zhang, Jing and Xu, Duanqing and Tao, Dacheng},
title = {MirrorGAN: Learning Text-To-Image Generation by Redescription},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Light Field Messaging With Deep Photographic Steganography
Eric Wengrowski,
Kristin Dana
[pdf] [supp]
[bibtex]
@InProceedings{Wengrowski_2019_CVPR,
author = {Wengrowski, Eric and Dana, Kristin},
title = {Light Field Messaging With Deep Photographic Steganography},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Im2Pencil: Controllable Pencil Illustration From Photographs
Yijun Li,
Chen Fang,
Aaron Hertzmann,
Eli Shechtman,
Ming-Hsuan Yang
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Yijun and Fang, Chen and Hertzmann, Aaron and Shechtman, Eli and Yang, Ming-Hsuan},
title = {Im2Pencil: Controllable Pencil Illustration From Photographs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images
Mahmoud Afifi,
Brian Price,
Scott Cohen,
Michael S. Brown
[pdf] [supp]
[bibtex]
@InProceedings{Afifi_2019_CVPR,
author = {Afifi, Mahmoud and Price, Brian and Cohen, Scott and Brown, Michael S.},
title = {When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging
Chia-Yin Tsai,
Aswin C. Sankaranarayanan,
Ioannis Gkioulekas
[pdf] [supp]
[bibtex]
@InProceedings{Tsai_2019_CVPR,
author = {Tsai, Chia-Yin and Sankaranarayanan, Aswin C. and Gkioulekas, Ioannis},
title = {Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Reflection Removal Using a Dual-Pixel Sensor
Abhijith Punnappurath,
Michael S. Brown
[pdf]
[bibtex]
@InProceedings{Punnappurath_2019_CVPR,
author = {Punnappurath, Abhijith and Brown, Michael S.},
title = {Reflection Removal Using a Dual-Pixel Sensor},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Practical Coding Function Design for Time-Of-Flight Imaging
Felipe Gutierrez-Barragan,
Syed Azer Reza,
Andreas Velten,
Mohit Gupta
[pdf] [supp]
[bibtex]
@InProceedings{Gutierrez-Barragan_2019_CVPR,
author = {Gutierrez-Barragan, Felipe and Reza, Syed Azer and Velten, Andreas and Gupta, Mohit},
title = {Practical Coding Function Design for Time-Of-Flight Imaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Meta-SR: A Magnification-Arbitrary Network for Super-Resolution
Xuecai Hu,
Haoyuan Mu,
Xiangyu Zhang,
Zilei Wang,
Tieniu Tan,
Jian Sun
[pdf]
[bibtex]
@InProceedings{Hu_2019_CVPR,
author = {Hu, Xuecai and Mu, Haoyuan and Zhang, Xiangyu and Wang, Zilei and Tan, Tieniu and Sun, Jian},
title = {Meta-SR: A Magnification-Arbitrary Network for Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net
Qi Xie,
Minghao Zhou,
Qian Zhao,
Deyu Meng,
Wangmeng Zuo,
Zongben Xu
[pdf] [supp]
[bibtex]
@InProceedings{Xie_2019_CVPR,
author = {Xie, Qi and Zhou, Minghao and Zhao, Qian and Meng, Deyu and Zuo, Wangmeng and Xu, Zongben},
title = {Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Attraction Field Representation for Robust Line Segment Detection
Nan Xue,
Song Bai,
Fudong Wang,
Gui-Song Xia,
Tianfu Wu,
Liangpei Zhang
[pdf]
[bibtex]
@InProceedings{Xue_2019_CVPR,
author = {Xue, Nan and Bai, Song and Wang, Fudong and Xia, Gui-Song and Wu, Tianfu and Zhang, Liangpei},
title = {Learning Attraction Field Representation for Robust Line Segment Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Blind Super-Resolution With Iterative Kernel Correction
Jinjin Gu,
Hannan Lu,
Wangmeng Zuo,
Chao Dong
[pdf]
[bibtex]
@InProceedings{Gu_2019_CVPR,
author = {Gu, Jinjin and Lu, Hannan and Zuo, Wangmeng and Dong, Chao},
title = {Blind Super-Resolution With Iterative Kernel Correction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Video Magnification in the Wild Using Fractional Anisotropy in Temporal Distribution
Shoichiro Takeda,
Yasunori Akagi,
Kazuki Okami,
Megumi Isogai,
Hideaki Kimata
[pdf] [supp]
[bibtex]
@InProceedings{Takeda_2019_CVPR,
author = {Takeda, Shoichiro and Akagi, Yasunori and Okami, Kazuki and Isogai, Megumi and Kimata, Hideaki},
title = {Video Magnification in the Wild Using Fractional Anisotropy in Temporal Distribution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attentive Feedback Network for Boundary-Aware Salient Object Detection
Mengyang Feng,
Huchuan Lu,
Errui Ding
[pdf]
[bibtex]
@InProceedings{Feng_2019_CVPR,
author = {Feng, Mengyang and Lu, Huchuan and Ding, Errui},
title = {Attentive Feedback Network for Boundary-Aware Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
Ruoteng Li,
Loong-Fah Cheong,
Robby T. Tan
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Ruoteng and Cheong, Loong-Fah and Tan, Robby T.},
title = {Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Calibrate Straight Lines for Fisheye Image Rectification
Zhucun Xue,
Nan Xue,
Gui-Song Xia,
Weiming Shen
[pdf]
[bibtex]
@InProceedings{Xue_2019_CVPR,
author = {Xue, Zhucun and Xue, Nan and Xia, Gui-Song and Shen, Weiming},
title = {Learning to Calibrate Straight Lines for Fisheye Image Rectification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Camera Lens Super-Resolution
Chang Chen,
Zhiwei Xiong,
Xinmei Tian,
Zheng-Jun Zha,
Feng Wu
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Chang and Xiong, Zhiwei and Tian, Xinmei and Zha, Zheng-Jun and Wu, Feng},
title = {Camera Lens Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow
Wenhan Yang,
Jiaying Liu,
Jiashi Feng
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Wenhan and Liu, Jiaying and Feng, Jiashi},
title = {Frame-Consistent Recurrent Video Deraining With Dual-Level Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels
Kai Zhang,
Wangmeng Zuo,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Kai and Zuo, Wangmeng and Zhang, Lei},
title = {Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Sea-Thru: A Method for Removing Water From Underwater Images
Derya Akkaynak,
Tali Treibitz
[pdf]
[bibtex]
@InProceedings{Akkaynak_2019_CVPR,
author = {Akkaynak, Derya and Treibitz, Tali},
title = {Sea-Thru: A Method for Removing Water From Underwater Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Network Interpolation for Continuous Imagery Effect Transition
Xintao Wang,
Ke Yu,
Chao Dong,
Xiaoou Tang,
Chen Change Loy
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Xintao and Yu, Ke and Dong, Chao and Tang, Xiaoou and Loy, Chen Change},
title = {Deep Network Interpolation for Continuous Imagery Effect Transition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spatially Variant Linear Representation Models for Joint Filtering
Jinshan Pan,
Jiangxin Dong,
Jimmy S. Ren,
Liang Lin,
Jinhui Tang,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Pan_2019_CVPR,
author = {Pan, Jinshan and Dong, Jiangxin and Ren, Jimmy S. and Lin, Liang and Tang, Jinhui and Yang, Ming-Hsuan},
title = {Spatially Variant Linear Representation Models for Joint Filtering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Toward Convolutional Blind Denoising of Real Photographs
Shi Guo,
Zifei Yan,
Kai Zhang,
Wangmeng Zuo,
Lei Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Guo_2019_CVPR,
author = {Guo, Shi and Yan, Zifei and Zhang, Kai and Zuo, Wangmeng and Zhang, Lei},
title = {Toward Convolutional Blind Denoising of Real Photographs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Real Scene Super-Resolution With Raw Images
Xiangyu Xu,
Yongrui Ma,
Wenxiu Sun
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Xiangyu and Ma, Yongrui and Sun, Wenxiu},
title = {Towards Real Scene Super-Resolution With Raw Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ODE-Inspired Network Design for Single Image Super-Resolution
Xiangyu He,
Zitao Mo,
Peisong Wang,
Yang Liu,
Mingyuan Yang,
Jian Cheng
[pdf] [supp]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Xiangyu and Mo, Zitao and Wang, Peisong and Liu, Yang and Yang, Mingyuan and Cheng, Jian},
title = {ODE-Inspired Network Design for Single Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Blind Image Deblurring With Local Maximum Gradient Prior
Liang Chen,
Faming Fang,
Tingting Wang,
Guixu Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Liang and Fang, Faming and Wang, Tingting and Zhang, Guixu},
title = {Blind Image Deblurring With Local Maximum Gradient Prior},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attention-Guided Network for Ghost-Free High Dynamic Range Imaging
Qingsen Yan,
Dong Gong,
Qinfeng Shi,
Anton van den Hengel,
Chunhua Shen,
Ian Reid,
Yanning Zhang
[pdf]
[bibtex]
@InProceedings{Yan_2019_CVPR,
author = {Yan, Qingsen and Gong, Dong and Shi, Qinfeng and Hengel, Anton van den and Shen, Chunhua and Reid, Ian and Zhang, Yanning},
title = {Attention-Guided Network for Ghost-Free High Dynamic Range Imaging},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Searching for a Robust Neural Architecture in Four GPU Hours
Xuanyi Dong,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Dong_2019_CVPR,
author = {Dong, Xuanyi and Yang, Yi},
title = {Searching for a Robust Neural Architecture in Four GPU Hours},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction
Yifei Shi,
Angel X. Chang,
Zhelun Wu,
Manolis Savva,
Kai Xu
[pdf] [supp]
[bibtex]
@InProceedings{Shi_2019_CVPR,
author = {Shi, Yifei and Chang, Angel X. and Wu, Zhelun and Savva, Manolis and Xu, Kai},
title = {Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Adaptively Connected Neural Networks
Guangrun Wang,
Keze Wang,
Liang Lin
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Guangrun and Wang, Keze and Lin, Liang},
title = {Adaptively Connected Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency
Yun-Chun Chen,
Yen-Yu Lin,
Ming-Hsuan Yang,
Jia-Bin Huang
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Yun-Chun and Lin, Yen-Yu and Yang, Ming-Hsuan and Huang, Jia-Bin},
title = {CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Temporal Cycle-Consistency Learning
Debidatta Dwibedi,
Yusuf Aytar,
Jonathan Tompson,
Pierre Sermanet,
Andrew Zisserman
[pdf] [supp]
[bibtex]
@InProceedings{Dwibedi_2019_CVPR,
author = {Dwibedi, Debidatta and Aytar, Yusuf and Tompson, Jonathan and Sermanet, Pierre and Zisserman, Andrew},
title = {Temporal Cycle-Consistency Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Predicting Future Frames Using Retrospective Cycle GAN
Yong-Hoon Kwon,
Min-Gyu Park
[pdf]
[bibtex]
@InProceedings{Kwon_2019_CVPR,
author = {Kwon, Yong-Hoon and Park, Min-Gyu},
title = {Predicting Future Frames Using Retrospective Cycle GAN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization
Dongze Lian,
Jing Li,
Jia Zheng,
Weixin Luo,
Shenghua Gao
[pdf] [supp]
[bibtex]
@InProceedings{Lian_2019_CVPR,
author = {Lian, Dongze and Li, Jing and Zheng, Jia and Luo, Weixin and Gao, Shenghua},
title = {Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Xin Wang,
Fisher Yu,
Ruth Wang,
Trevor Darrell,
Joseph E. Gonzalez
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Xin and Yu, Fisher and Wang, Ruth and Darrell, Trevor and Gonzalez, Joseph E.},
title = {TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Yuhua Chen,
Wen Li,
Xiaoran Chen,
Luc Van Gool
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Yuhua and Li, Wen and Chen, Xiaoran and Gool, Luc Van},
title = {Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attentive Single-Tasking of Multiple Tasks
Kevis-Kokitsi Maninis,
Ilija Radosavovic,
Iasonas Kokkinos
[pdf] [supp]
[bibtex]
@InProceedings{Maninis_2019_CVPR,
author = {Maninis, Kevis-Kokitsi and Radosavovic, Ilija and Kokkinos, Iasonas},
title = {Attentive Single-Tasking of Multiple Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Metric Learning to Rank
Fatih Cakir,
Kun He,
Xide Xia,
Brian Kulis,
Stan Sclaroff
[pdf] [supp]
[bibtex]
@InProceedings{Cakir_2019_CVPR,
author = {Cakir, Fatih and He, Kun and Xia, Xide and Kulis, Brian and Sclaroff, Stan},
title = {Deep Metric Learning to Rank},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

End-To-End Multi-Task Learning With Attention
Shikun Liu,
Edward Johns,
Andrew J. Davison
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Shikun and Johns, Edward and Davison, Andrew J.},
title = {End-To-End Multi-Task Learning With Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Self-Supervised Learning via Conditional Motion Propagation
Xiaohang Zhan,
Xingang Pan,
Ziwei Liu,
Dahua Lin,
Chen Change Loy
[pdf] [supp]
[bibtex]
@InProceedings{Zhan_2019_CVPR,
author = {Zhan, Xiaohang and Pan, Xingang and Liu, Ziwei and Lin, Dahua and Loy, Chen Change},
title = {Self-Supervised Learning via Conditional Motion Propagation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence
Hsueh-Ying Lai,
Yi-Hsuan Tsai,
Wei-Chen Chiu
[pdf]
[bibtex]
@InProceedings{Lai_2019_CVPR,
author = {Lai, Hsueh-Ying and Tsai, Yi-Hsuan and Chiu, Wei-Chen},
title = {Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation
Wei-Lun Chang,
Hui-Po Wang,
Wen-Hsiao Peng,
Wei-Chen Chiu
[pdf]
[bibtex]
@InProceedings{Chang_2019_CVPR,
author = {Chang, Wei-Lun and Wang, Hui-Po and Peng, Wen-Hsiao and Chiu, Wei-Chen},
title = {All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
Chen Wei,
Lingxi Xie,
Xutong Ren,
Yingda Xia,
Chi Su,
Jiaying Liu,
Qi Tian,
Alan L. Yuille
[pdf]
[bibtex]
@InProceedings{Wei_2019_CVPR,
author = {Wei, Chen and Xie, Lingxi and Ren, Xutong and Xia, Yingda and Su, Chi and Liu, Jiaying and Tian, Qi and Yuille, Alan L.},
title = {Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Revisiting Self-Supervised Visual Representation Learning
Alexander Kolesnikov,
Xiaohua Zhai,
Lucas Beyer
[pdf] [supp]
[bibtex]
@InProceedings{Kolesnikov_2019_CVPR,
author = {Kolesnikov, Alexander and Zhai, Xiaohua and Beyer, Lucas},
title = {Revisiting Self-Supervised Visual Representation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning
Monica Haurilet,
Alina Roitberg,
Rainer Stiefelhagen
[pdf] [supp]
[bibtex]
@InProceedings{Haurilet_2019_CVPR,
author = {Haurilet, Monica and Roitberg, Alina and Stiefelhagen, Rainer},
title = {It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Actively Seeking and Learning From Live Data
Damien Teney,
Anton van den Hengel
[pdf] [supp]
[bibtex]
@InProceedings{Teney_2019_CVPR,
author = {Teney, Damien and Hengel, Anton van den},
title = {Actively Seeking and Learning From Live Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing
Xihui Liu,
Zihao Wang,
Jing Shao,
Xiaogang Wang,
Hongsheng Li
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Xihui and Wang, Zihao and Shao, Jing and Wang, Xiaogang and Li, Hongsheng},
title = {Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks
Peng Wang,
Qi Wu,
Jiewei Cao,
Chunhua Shen,
Lianli Gao,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Peng and Wu, Qi and Cao, Jiewei and Shen, Chunhua and Gao, Lianli and Hengel, Anton van den},
title = {Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Scene Graph Generation With External Knowledge and Image Reconstruction
Jiuxiang Gu,
Handong Zhao,
Zhe Lin,
Sheng Li,
Jianfei Cai,
Mingyang Ling
[pdf]
[bibtex]
@InProceedings{Gu_2019_CVPR,
author = {Gu, Jiuxiang and Zhao, Handong and Lin, Zhe and Li, Sheng and Cai, Jianfei and Ling, Mingyang},
title = {Scene Graph Generation With External Knowledge and Image Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song,
Mohammad Soleymani
[pdf] [supp]
[bibtex]
@InProceedings{Song_2019_CVPR,
author = {Song, Yale and Soleymani, Mohammad},
title = {Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MUREL: Multimodal Relational Reasoning for Visual Question Answering
Remi Cadene,
Hedi Ben-younes,
Matthieu Cord,
Nicolas Thome
[pdf] [supp]
[bibtex]
@InProceedings{Cadene_2019_CVPR,
author = {Cadene, Remi and Ben-younes, Hedi and Cord, Matthieu and Thome, Nicolas},
title = {MUREL: Multimodal Relational Reasoning for Visual Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
Chenyou Fan,
Xiaofan Zhang,
Shu Zhang,
Wensheng Wang,
Chi Zhang,
Heng Huang
[pdf]
[bibtex]
@InProceedings{Fan_2019_CVPR,
author = {Fan, Chenyou and Zhang, Xiaofan and Zhang, Shu and Wang, Wensheng and Zhang, Chi and Huang, Heng},
title = {Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Information Maximizing Visual Question Generation
Ranjay Krishna,
Michael Bernstein,
Li Fei-Fei
[pdf]
[bibtex]
@InProceedings{Krishna_2019_CVPR,
author = {Krishna, Ranjay and Bernstein, Michael and Fei-Fei, Li},
title = {Information Maximizing Visual Question Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Detect Human-Object Interactions With Knowledge
Bingjie Xu,
Yongkang Wong,
Junnan Li,
Qi Zhao,
Mohan S. Kankanhalli
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Bingjie and Wong, Yongkang and Li, Junnan and Zhao, Qi and Kankanhalli, Mohan S.},
title = {Learning to Detect Human-Object Interactions With Knowledge},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Words by Drawing Images
Didac Suris,
Adria Recasens,
David Bau,
David Harwath,
James Glass,
Antonio Torralba
[pdf]
[bibtex]
@InProceedings{Suris_2019_CVPR,
author = {Suris, Didac and Recasens, Adria and Bau, David and Harwath, David and Glass, James and Torralba, Antonio},
title = {Learning Words by Drawing Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Factor Graph Attention
Idan Schwartz,
Seunghak Yu,
Tamir Hazan,
Alexander G. Schwing
[pdf] [supp]
[bibtex]
@InProceedings{Schwartz_2019_CVPR,
author = {Schwartz, Idan and Yu, Seunghak and Hazan, Tamir and Schwing, Alexander G.},
title = {Factor Graph Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition
Zizhao Zhang,
Adriana Romero,
Matthew J. Muckley,
Pascal Vincent,
Lin Yang,
Michal Drozdzal
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Zizhao and Romero, Adriana and Muckley, Matthew J. and Vincent, Pascal and Yang, Lin and Drozdzal, Michal},
title = {Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification
Fangneng Zhan,
Shijian Lu
[pdf]
[bibtex]
@InProceedings{Zhan_2019_CVPR,
author = {Zhan, Fangneng and Lu, Shijian},
title = {ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape
Fabian Manhardt,
Wadim Kehl,
Adrien Gaidon
[pdf] [supp]
[bibtex]
@InProceedings{Manhardt_2019_CVPR,
author = {Manhardt, Fabian and Kehl, Wadim and Gaidon, Adrien},
title = {ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images
Yi Zhou,
Xiaodong He,
Lei Huang,
Li Liu,
Fan Zhu,
Shanshan Cui,
Ling Shao
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2019_CVPR,
author = {Zhou, Yi and He, Xiaodong and Huang, Lei and Liu, Li and Zhu, Fan and Cui, Shanshan and Shao, Ling},
title = {Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Biologically-Constrained Graphs for Global Connectomics Reconstruction
Brian Matejek,
Daniel Haehn,
Haidong Zhu,
Donglai Wei,
Toufiq Parag,
Hanspeter Pfister
[pdf] [supp]
[bibtex]
@InProceedings{Matejek_2019_CVPR,
author = {Matejek, Brian and Haehn, Daniel and Zhu, Haidong and Wei, Donglai and Parag, Toufiq and Pfister, Hanspeter},
title = {Biologically-Constrained Graphs for Global Connectomics Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification
Bingzhe Wu,
Shiwan Zhao,
Guangyu Sun,
Xiaolu Zhang,
Zhong Su,
Caihong Zeng,
Zhihong Liu
[pdf]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Bingzhe and Zhao, Shiwan and Sun, Guangyu and Zhang, Xiaolu and Su, Zhong and Zeng, Caihong and Liu, Zhihong},
title = {P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Elastic Boundary Projection for 3D Medical Image Segmentation
Tianwei Ni,
Lingxi Xie,
Huangjie Zheng,
Elliot K. Fishman,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Ni_2019_CVPR,
author = {Ni, Tianwei and Xie, Lingxi and Zheng, Huangjie and Fishman, Elliot K. and Yuille, Alan L.},
title = {Elastic Boundary Projection for 3D Medical Image Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images
Caijing Miao,
Lingxi Xie,
Fang Wan,
Chi Su,
Hongye Liu,
Jianbin Jiao,
Qixiang Ye
[pdf]
[bibtex]
@InProceedings{Miao_2019_CVPR,
author = {Miao, Caijing and Xie, Lingxi and Wan, Fang and Su, Chi and Liu, Hongye and Jiao, Jianbin and Ye, Qixiang},
title = {SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Noise2Void - Learning Denoising From Single Noisy Images
Alexander Krull,
Tim-Oliver Buchholz,
Florian Jug
[pdf] [supp]
[bibtex]
@InProceedings{Krull_2019_CVPR,
author = {Krull, Alexander and Buchholz, Tim-Oliver and Jug, Florian},
title = {Noise2Void - Learning Denoising From Single Noisy Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Joint Discriminative and Generative Learning for Person Re-Identification
Zhedong Zheng,
Xiaodong Yang,
Zhiding Yu,
Liang Zheng,
Yi Yang,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Zheng_2019_CVPR,
author = {Zheng, Zhedong and Yang, Xiaodong and Yu, Zhiding and Zheng, Liang and Yang, Yi and Kautz, Jan},
title = {Joint Discriminative and Generative Learning for Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Person Re-Identification by Soft Multilabel Learning
Hong-Xing Yu,
Wei-Shi Zheng,
Ancong Wu,
Xiaowei Guo,
Shaogang Gong,
Jian-Huang Lai
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Hong-Xing and Zheng, Wei-Shi and Wu, Ancong and Guo, Xiaowei and Gong, Shaogang and Lai, Jian-Huang},
title = {Unsupervised Person Re-Identification by Soft Multilabel Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Context Graph for Person Search
Yichao Yan,
Qiang Zhang,
Bingbing Ni,
Wendong Zhang,
Minghao Xu,
Xiaokang Yang
[pdf]
[bibtex]
@InProceedings{Yan_2019_CVPR,
author = {Yan, Yichao and Zhang, Qiang and Ni, Bingbing and Zhang, Wendong and Xu, Minghao and Yang, Xiaokang},
title = {Learning Context Graph for Person Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Gradient Matching Generative Networks for Zero-Shot Learning
Mert Bulent Sariyildiz,
Ramazan Gokberk Cinbis
[pdf]
[bibtex]
@InProceedings{Sariyildiz_2019_CVPR,
author = {Sariyildiz, Mert Bulent and Cinbis, Ramazan Gokberk},
title = {Gradient Matching Generative Networks for Zero-Shot Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval
Sounak Dey,
Pau Riba,
Anjan Dutta,
Josep Llados,
Yi-Zhe Song
[pdf]
[bibtex]
@InProceedings{Dey_2019_CVPR,
author = {Dey, Sounak and Riba, Pau and Dutta, Anjan and Llados, Josep and Song, Yi-Zhe},
title = {Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Zero-Shot Task Transfer
Arghya Pal,
Vineeth N Balasubramanian
[pdf] [supp]
[bibtex]
@InProceedings{Pal_2019_CVPR,
author = {Pal, Arghya and Balasubramanian, Vineeth N},
title = {Zero-Shot Task Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
Fang Wan,
Chang Liu,
Wei Ke,
Xiangyang Ji,
Jianbin Jiao,
Qixiang Ye
[pdf]
[bibtex]
@InProceedings{Wan_2019_CVPR,
author = {Wan, Fang and Liu, Chang and Ke, Wei and Ji, Xiangyang and Jiao, Jianbin and Ye, Qixiang},
title = {C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations
Jiwoon Ahn,
Sunghyun Cho,
Suha Kwak
[pdf] [supp]
[bibtex]
@InProceedings{Ahn_2019_CVPR,
author = {Ahn, Jiwoon and Cho, Sunghyun and Kwak, Suha},
title = {Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attention-Based Dropout Layer for Weakly Supervised Object Localization
Junsuk Choe,
Hyunjung Shim
[pdf]
[bibtex]
@InProceedings{Choe_2019_CVPR,
author = {Choe, Junsuk and Shim, Hyunjung},
title = {Attention-Based Dropout Layer for Weakly Supervised Object Localization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Domain Generalization by Solving Jigsaw Puzzles
Fabio M. Carlucci,
Antonio D'Innocente,
Silvia Bucci,
Barbara Caputo,
Tatiana Tommasi
[pdf] [supp]
[bibtex]
@InProceedings{Carlucci_2019_CVPR,
author = {Carlucci, Fabio M. and D'Innocente, Antonio and Bucci, Silvia and Caputo, Barbara and Tommasi, Tatiana},
title = {Domain Generalization by Solving Jigsaw Puzzles},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Transferrable Prototypical Networks for Unsupervised Domain Adaptation
Yingwei Pan,
Ting Yao,
Yehao Li,
Yu Wang,
Chong-Wah Ngo,
Tao Mei
[pdf]
[bibtex]
@InProceedings{Pan_2019_CVPR,
author = {Pan, Yingwei and Yao, Ting and Li, Yehao and Wang, Yu and Ngo, Chong-Wah and Mei, Tao},
title = {Transferrable Prototypical Networks for Unsupervised Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks
Ziliang Chen,
Jingyu Zhuang,
Xiaodan Liang,
Liang Lin
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Ziliang and Zhuang, Jingyu and Liang, Xiaodan and Lin, Liang},
title = {Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ELASTIC: Improving CNNs With Dynamic Scaling Policies
Huiyu Wang,
Aniruddha Kembhavi,
Ali Farhadi,
Alan L. Yuille,
Mohammad Rastegari
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Huiyu and Kembhavi, Aniruddha and Farhadi, Ali and Yuille, Alan L. and Rastegari, Mohammad},
title = {ELASTIC: Improving CNNs With Dynamic Scaling Policies},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ScratchDet: Training Single-Shot Object Detectors From Scratch
Rui Zhu,
Shifeng Zhang,
Xiaobo Wang,
Longyin Wen,
Hailin Shi,
Liefeng Bo,
Tao Mei
[pdf] [supp]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Rui and Zhang, Shifeng and Wang, Xiaobo and Wen, Longyin and Shi, Hailin and Bo, Liefeng and Mei, Tao},
title = {ScratchDet: Training Single-Shot Object Detectors From Scratch},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SFNet: Learning Object-Aware Semantic Correspondence
Junghyup Lee,
Dohyung Kim,
Jean Ponce,
Bumsub Ham
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2019_CVPR,
author = {Lee, Junghyup and Kim, Dohyung and Ponce, Jean and Ham, Bumsub},
title = {SFNet: Learning Object-Aware Semantic Correspondence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Metric Learning Beyond Binary Supervision
Sungyeon Kim,
Minkyo Seo,
Ivan Laptev,
Minsu Cho,
Suha Kwak
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Sungyeon and Seo, Minkyo and Laptev, Ivan and Cho, Minsu and Kwak, Suha},
title = {Deep Metric Learning Beyond Binary Supervision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Cluster Faces on an Affinity Graph
Lei Yang,
Xiaohang Zhan,
Dapeng Chen,
Junjie Yan,
Chen Change Loy,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Lei and Zhan, Xiaohang and Chen, Dapeng and Yan, Junjie and Loy, Chen Change and Lin, Dahua},
title = {Learning to Cluster Faces on an Affinity Graph},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition
Poojan Oza,
Vishal M. Patel
[pdf]
[bibtex]
@InProceedings{Oza_2019_CVPR,
author = {Oza, Poojan and Patel, Vishal M.},
title = {C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Shapes and Context: In-The-Wild Image Synthesis & Manipulation
Aayush Bansal,
Yaser Sheikh,
Deva Ramanan
[pdf]
[bibtex]
@InProceedings{Bansal_2019_CVPR,
author = {Bansal, Aayush and Sheikh, Yaser and Ramanan, Deva},
title = {Shapes and Context: In-The-Wild Image Synthesis & Manipulation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Semantics Disentangling for Text-To-Image Generation
Guojun Yin,
Bin Liu,
Lu Sheng,
Nenghai Yu,
Xiaogang Wang,
Jing Shao
[pdf]
[bibtex]
@InProceedings{Yin_2019_CVPR,
author = {Yin, Guojun and Liu, Bin and Sheng, Lu and Yu, Nenghai and Wang, Xiaogang and Shao, Jing},
title = {Semantics Disentangling for Text-To-Image Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Semantic Image Synthesis With Spatially-Adaptive Normalization
Taesung Park,
Ming-Yu Liu,
Ting-Chun Wang,
Jun-Yan Zhu
[pdf]
[bibtex]
@InProceedings{Park_2019_CVPR,
author = {Park, Taesung and Liu, Ming-Yu and Wang, Ting-Chun and Zhu, Jun-Yan},
title = {Semantic Image Synthesis With Spatially-Adaptive Normalization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Progressive Pose Attention Transfer for Person Image Generation
Zhen Zhu,
Tengteng Huang,
Baoguang Shi,
Miao Yu,
Bofei Wang,
Xiang Bai
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Zhen and Huang, Tengteng and Shi, Baoguang and Yu, Miao and Wang, Bofei and Bai, Xiang},
title = {Progressive Pose Attention Transfer for Person Image Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Person Image Generation With Semantic Parsing Transformation
Sijie Song,
Wei Zhang,
Jiaying Liu,
Tao Mei
[pdf] [supp]
[bibtex]
@InProceedings{Song_2019_CVPR,
author = {Song, Sijie and Zhang, Wei and Liu, Jiaying and Mei, Tao},
title = {Unsupervised Person Image Generation With Semantic Parsing Transformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DeepView: View Synthesis With Learned Gradient Descent
John Flynn,
Michael Broxton,
Paul Debevec,
Matthew DuVall,
Graham Fyffe,
Ryan Overbeck,
Noah Snavely,
Richard Tucker
[pdf] [supp]
[bibtex]
@InProceedings{Flynn_2019_CVPR,
author = {Flynn, John and Broxton, Michael and Debevec, Paul and DuVall, Matthew and Fyffe, Graham and Overbeck, Ryan and Snavely, Noah and Tucker, Richard},
title = {DeepView: View Synthesis With Learned Gradient Descent},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Animating Arbitrary Objects via Deep Motion Transfer
Aliaksandr Siarohin,
Stephane Lathuiliere,
Sergey Tulyakov,
Elisa Ricci,
Nicu Sebe
[pdf] [supp]
[bibtex]
@InProceedings{Siarohin_2019_CVPR,
author = {Siarohin, Aliaksandr and Lathuiliere, Stephane and Tulyakov, Sergey and Ricci, Elisa and Sebe, Nicu},
title = {Animating Arbitrary Objects via Deep Motion Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Textured Neural Avatars
Aliaksandra Shysheya,
Egor Zakharov,
Kara-Ali Aliev,
Renat Bashirov,
Egor Burkov,
Karim Iskakov,
Aleksei Ivakhnenko,
Yury Malkov,
Igor Pasechnik,
Dmitry Ulyanov,
Alexander Vakhitov,
Victor Lempitsky
[pdf]
[bibtex]
@InProceedings{Shysheya_2019_CVPR,
author = {Shysheya, Aliaksandra and Zakharov, Egor and Aliev, Kara-Ali and Bashirov, Renat and Burkov, Egor and Iskakov, Karim and Ivakhnenko, Aleksei and Malkov, Yury and Pasechnik, Igor and Ulyanov, Dmitry and Vakhitov, Alexander and Lempitsky, Victor},
title = {Textured Neural Avatars},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

IM-Net for High Resolution Video Frame Interpolation
Tomer Peleg,
Pablo Szekely,
Doron Sabo,
Omry Sendik
[pdf] [supp]
[bibtex]
@InProceedings{Peleg_2019_CVPR,
author = {Peleg, Tomer and Szekely, Pablo and Sabo, Doron and Sendik, Omry},
title = {IM-Net for High Resolution Video Frame Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation
Ying-Cong Chen,
Xiaogang Xu,
Zhuotao Tian,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Ying-Cong and Xu, Xiaogang and Tian, Zhuotao and Jia, Jiaya},
title = {Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation
Hao Tang,
Dan Xu,
Nicu Sebe,
Yanzhi Wang,
Jason J. Corso,
Yan Yan
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Hao and Xu, Dan and Sebe, Nicu and Wang, Yanzhi and Corso, Jason J. and Yan, Yan},
title = {Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
Huan Fu,
Mingming Gong,
Chaohui Wang,
Kayhan Batmanghelich,
Kun Zhang,
Dacheng Tao
[pdf]
[bibtex]
@InProceedings{Fu_2019_CVPR,
author = {Fu, Huan and Gong, Mingming and Wang, Chaohui and Batmanghelich, Kayhan and Zhang, Kun and Tao, Dacheng},
title = {Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DeepVoxels: Learning Persistent 3D Feature Embeddings
Vincent Sitzmann,
Justus Thies,
Felix Heide,
Matthias Niessner,
Gordon Wetzstein,
Michael Zollhofer
[pdf] [supp]
[bibtex]
@InProceedings{Sitzmann_2019_CVPR,
author = {Sitzmann, Vincent and Thies, Justus and Heide, Felix and Niessner, Matthias and Wetzstein, Gordon and Zollhofer, Michael},
title = {DeepVoxels: Learning Persistent 3D Feature Embeddings},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Inverse Path Tracing for Joint Material and Lighting Estimation
Dejan Azinovic,
Tzu-Mao Li,
Anton Kaplanyan,
Matthias Niessner
[pdf] [supp]
[bibtex]
@InProceedings{Azinovic_2019_CVPR,
author = {Azinovic, Dejan and Li, Tzu-Mao and Kaplanyan, Anton and Niessner, Matthias},
title = {Inverse Path Tracing for Joint Material and Lighting Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

The Visual Centrifuge: Model-Free Layered Video Representations
Jean-Baptiste Alayrac,
Joao Carreira,
Andrew Zisserman
[pdf]
[bibtex]
@InProceedings{Alayrac_2019_CVPR,
author = {Alayrac, Jean-Baptiste and Carreira, Joao and Zisserman, Andrew},
title = {The Visual Centrifuge: Model-Free Layered Video Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Label-Noise Robust Generative Adversarial Networks
Takuhiro Kaneko,
Yoshitaka Ushiku,
Tatsuya Harada
[pdf]
[bibtex]
@InProceedings{Kaneko_2019_CVPR,
author = {Kaneko, Takuhiro and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Label-Noise Robust Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DLOW: Domain Flow for Adaptation and Generalization
Rui Gong,
Wen Li,
Yuhua Chen,
Luc Van Gool
[pdf] [supp]
[bibtex]
@InProceedings{Gong_2019_CVPR,
author = {Gong, Rui and Li, Wen and Chen, Yuhua and Gool, Luc Van},
title = {DLOW: Domain Flow for Adaptation and Generalization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

CollaGAN: Collaborative GAN for Missing Image Data Imputation
Dongwook Lee,
Junyoung Kim,
Won-Jin Moon,
Jong Chul Ye
[pdf] [supp]
[bibtex]
@InProceedings{Lee_2019_CVPR,
author = {Lee, Dongwook and Kim, Junyoung and Moon, Won-Jin and Ye, Jong Chul},
title = {CollaGAN: Collaborative GAN for Missing Image Data Imputation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding
Xiang Xu,
Xiong Zhou,
Ragav Venkatesan,
Gurumurthy Swaminathan,
Orchid Majumder
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Xiang and Zhou, Xiong and Venkatesan, Ragav and Swaminathan, Gurumurthy and Majumder, Orchid},
title = {d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation
Yawei Luo,
Liang Zheng,
Tao Guan,
Junqing Yu,
Yi Yang
[pdf]
[bibtex]
@InProceedings{Luo_2019_CVPR,
author = {Luo, Yawei and Zheng, Liang and Guan, Tao and Yu, Junqing and Yang, Yi},
title = {Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
Tuan-Hung Vu,
Himalaya Jain,
Maxime Bucher,
Matthieu Cord,
Patrick Perez
[pdf] [supp]
[bibtex]
@InProceedings{Vu_2019_CVPR,
author = {Vu, Tuan-Hung and Jain, Himalaya and Bucher, Maxime and Cord, Matthieu and Perez, Patrick},
title = {ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ContextDesc: Local Descriptor Augmentation With Cross-Modality Context
Zixin Luo,
Tianwei Shen,
Lei Zhou,
Jiahui Zhang,
Yao Yao,
Shiwei Li,
Tian Fang,
Long Quan
[pdf] [supp]
[bibtex]
@InProceedings{Luo_2019_CVPR,
author = {Luo, Zixin and Shen, Tianwei and Zhou, Lei and Zhang, Jiahui and Yao, Yao and Li, Shiwei and Fang, Tian and Quan, Long},
title = {ContextDesc: Local Descriptor Augmentation With Cross-Modality Context},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Large-Scale Long-Tailed Recognition in an Open World
Ziwei Liu,
Zhongqi Miao,
Xiaohang Zhan,
Jiayun Wang,
Boqing Gong,
Stella X. Yu
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Ziwei and Miao, Zhongqi and Zhan, Xiaohang and Wang, Jiayun and Gong, Boqing and Yu, Stella X.},
title = {Large-Scale Long-Tailed Recognition in an Open World},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data
Liheng Zhang,
Guo-Jun Qi,
Liqiang Wang,
Jiebo Luo
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Liheng and Qi, Guo-Jun and Wang, Liqiang and Luo, Jiebo},
title = {AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks
Rene Schuster,
Oliver Wasenmuller,
Christian Unger,
Didier Stricker
[pdf] [supp]
[bibtex]
@InProceedings{Schuster_2019_CVPR,
author = {Schuster, Rene and Wasenmuller, Oliver and Unger, Christian and Stricker, Didier},
title = {SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Correspondence From the Cycle-Consistency of Time
Xiaolong Wang,
Allan Jabri,
Alexei A. Efros
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Xiaolong and Jabri, Allan and Efros, Alexei A.},
title = {Learning Correspondence From the Cycle-Consistency of Time},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

AE2-Nets: Autoencoder in Autoencoder Networks
Changqing Zhang,
Yeqing Liu,
Huazhu Fu
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Changqing and Liu, Yeqing and Fu, Huazhu},
title = {AE2-Nets: Autoencoder in Autoencoder Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach
Proteek Chandan Roy,
Vishnu Naresh Boddeti
[pdf] [supp]
[bibtex]
@InProceedings{Roy_2019_CVPR,
author = {Roy, Proteek Chandan and Boddeti, Vishnu Naresh},
title = {Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Spatial Common Sense With Geometry-Aware Recurrent Networks
Hsiao-Yu Fish Tung,
Ricson Cheng,
Katerina Fragkiadaki
[pdf] [supp]
[bibtex]
@InProceedings{Tung_2019_CVPR,
author = {Tung, Hsiao-Yu Fish and Cheng, Ricson and Fragkiadaki, Katerina},
title = {Learning Spatial Common Sense With Geometry-Aware Recurrent Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Structured Knowledge Distillation for Semantic Segmentation
Yifan Liu,
Ke Chen,
Chris Liu,
Zengchang Qin,
Zhenbo Luo,
Jingdong Wang
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Yifan and Chen, Ke and Liu, Chris and Qin, Zengchang and Luo, Zhenbo and Wang, Jingdong},
title = {Structured Knowledge Distillation for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Scan2CAD: Learning CAD Model Alignment in RGB-D Scans
Armen Avetisyan,
Manuel Dahnert,
Angela Dai,
Manolis Savva,
Angel X. Chang,
Matthias Niessner
[pdf] [supp]
[bibtex]
@InProceedings{Avetisyan_2019_CVPR,
author = {Avetisyan, Armen and Dahnert, Manuel and Dai, Angela and Savva, Manolis and Chang, Angel X. and Niessner, Matthias},
title = {Scan2CAD: Learning CAD Model Alignment in RGB-D Scans},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation
Po-Yi Chen,
Alexander H. Liu,
Yen-Cheng Liu,
Yu-Chiang Frank Wang
[pdf] [supp]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Po-Yi and Liu, Alexander H. and Liu, Yen-Cheng and Wang, Yu-Chiang Frank},
title = {Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Tell Me Where I Am: Object-Level Scene Context Prediction
Xiaotian Qiao,
Quanlong Zheng,
Ying Cao,
Rynson W.H. Lau
[pdf] [supp]
[bibtex]
@InProceedings{Qiao_2019_CVPR,
author = {Qiao, Xiaotian and Zheng, Quanlong and Cao, Ying and Lau, Rynson W.H.},
title = {Tell Me Where I Am: Object-Level Scene Context Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation
He Wang,
Srinath Sridhar,
Jingwei Huang,
Julien Valentin,
Shuran Song,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, He and Sridhar, Srinath and Huang, Jingwei and Valentin, Julien and Song, Shuran and Guibas, Leonidas J.},
title = {Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Supervised Fitting of Geometric Primitives to 3D Point Clouds
Lingxiao Li,
Minhyuk Sung,
Anastasia Dubrovina,
Li Yi,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Lingxiao and Sung, Minhyuk and Dubrovina, Anastasia and Yi, Li and Guibas, Leonidas J.},
title = {Supervised Fitting of Geometric Primitives to 3D Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Do Better ImageNet Models Transfer Better?
Simon Kornblith,
Jonathon Shlens,
Quoc V. Le
[pdf] [supp]
[bibtex]
@InProceedings{Kornblith_2019_CVPR,
author = {Kornblith, Simon and Shlens, Jonathon and Le, Quoc V.},
title = {Do Better ImageNet Models Transfer Better?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild
Luan Tran,
Kihyuk Sohn,
Xiang Yu,
Xiaoming Liu,
Manmohan Chandraker
[pdf] [supp]
[bibtex]
@InProceedings{Tran_2019_CVPR,
author = {Tran, Luan and Sohn, Kihyuk and Yu, Xiang and Liu, Xiaoming and Chandraker, Manmohan},
title = {Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift
Xiang Li,
Shuo Chen,
Xiaolin Hu,
Jian Yang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Xiang and Chen, Shuo and Hu, Xiaolin and Yang, Jian},
title = {Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation
Chunlei Liu,
Wenrui Ding,
Xin Xia,
Baochang Zhang,
Jiaxin Gu,
Jianzhuang Liu,
Rongrong Ji,
David Doermann
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Chunlei and Ding, Wenrui and Xia, Xin and Zhang, Baochang and Gu, Jiaxin and Liu, Jianzhuang and Ji, Rongrong and Doermann, David},
title = {Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features
Chang Tang,
Xinzhong Zhu,
Xinwang Liu,
Lizhe Wang,
Albert Zomaya
[pdf] [supp]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Chang and Zhu, Xinzhong and Liu, Xinwang and Wang, Lizhe and Zomaya, Albert},
title = {DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks
Eunwoo Kim,
Chanho Ahn,
Philip H.S. Torr,
Songhwai Oh
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Eunwoo and Ahn, Chanho and Torr, Philip H.S. and Oh, Songhwai},
title = {Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Universal Domain Adaptation
Kaichao You,
Mingsheng Long,
Zhangjie Cao,
Jianmin Wang,
Michael I. Jordan
[pdf]
[bibtex]
@InProceedings{You_2019_CVPR,
author = {You, Kaichao and Long, Mingsheng and Cao, Zhangjie and Wang, Jianmin and Jordan, Michael I.},
title = {Universal Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Improving Transferability of Adversarial Examples With Input Diversity
Cihang Xie,
Zhishuai Zhang,
Yuyin Zhou,
Song Bai,
Jianyu Wang,
Zhou Ren,
Alan L. Yuille
[pdf]
[bibtex]
@InProceedings{Xie_2019_CVPR,
author = {Xie, Cihang and Zhang, Zhishuai and Zhou, Yuyin and Bai, Song and Wang, Jianyu and Ren, Zhou and Yuille, Alan L.},
title = {Improving Transferability of Adversarial Examples With Input Diversity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition
Yaping Zhang,
Shuai Nie,
Wenju Liu,
Xing Xu,
Dongxiang Zhang,
Heng Tao Shen
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Yaping and Nie, Shuai and Liu, Wenju and Xu, Xing and Zhang, Dongxiang and Shen, Heng Tao},
title = {Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval
Binghui Chen,
Weihong Deng
[pdf]
[bibtex]
@InProceedings{Chen_2019_CVPR,
author = {Chen, Binghui and Deng, Weihong},
title = {Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Sample
Oren Dovrat,
Itai Lang,
Shai Avidan
[pdf] [supp]
[bibtex]
@InProceedings{Dovrat_2019_CVPR,
author = {Dovrat, Oren and Lang, Itai and Avidan, Shai},
title = {Learning to Sample},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Few-Shot Learning via Saliency-Guided Hallucination of Samples
Hongguang Zhang,
Jing Zhang,
Piotr Koniusz
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Hongguang and Zhang, Jing and Koniusz, Piotr},
title = {Few-Shot Learning via Saliency-Guided Hallucination of Samples},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Variational Convolutional Neural Network Pruning
Chenglong Zhao,
Bingbing Ni,
Jian Zhang,
Qiwei Zhao,
Wenjun Zhang,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Chenglong and Ni, Bingbing and Zhang, Jian and Zhao, Qiwei and Zhang, Wenjun and Tian, Qi},
title = {Variational Convolutional Neural Network Pruning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
Shaohui Lin,
Rongrong Ji,
Chenqian Yan,
Baochang Zhang,
Liujuan Cao,
Qixiang Ye,
Feiyue Huang,
David Doermann
[pdf]
[bibtex]
@InProceedings{Lin_2019_CVPR,
author = {Lin, Shaohui and Ji, Rongrong and Yan, Chenqian and Zhang, Baochang and Cao, Liujuan and Ye, Qixiang and Huang, Feiyue and Doermann, David},
title = {Towards Optimal Structured CNN Pruning via Generative Adversarial Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
Yuchao Li,
Shaohui Lin,
Baochang Zhang,
Jianzhuang Liu,
David Doermann,
Yongjian Wu,
Feiyue Huang,
Rongrong Ji
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Yuchao and Lin, Shaohui and Zhang, Baochang and Liu, Jianzhuang and Doermann, David and Wu, Yongjian and Huang, Feiyue and Ji, Rongrong},
title = {Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Fully Quantized Network for Object Detection
Rundong Li,
Yan Wang,
Feng Liang,
Hongwei Qin,
Junjie Yan,
Rui Fan
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Rundong and Wang, Yan and Liang, Feng and Qin, Hongwei and Yan, Junjie and Fan, Rui},
title = {Fully Quantized Network for Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MnasNet: Platform-Aware Neural Architecture Search for Mobile
Mingxing Tan,
Bo Chen,
Ruoming Pang,
Vijay Vasudevan,
Mark Sandler,
Andrew Howard,
Quoc V. Le
[pdf]
[bibtex]
@InProceedings{Tan_2019_CVPR,
author = {Tan, Mingxing and Chen, Bo and Pang, Ruoming and Vasudevan, Vijay and Sandler, Mark and Howard, Andrew and Le, Quoc V.},
title = {MnasNet: Platform-Aware Neural Architecture Search for Mobile},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More
Jingwen Ye,
Yixin Ji,
Xinchao Wang,
Kairi Ou,
Dapeng Tao,
Mingli Song
[pdf] [supp]
[bibtex]
@InProceedings{Ye_2019_CVPR,
author = {Ye, Jingwen and Ji, Yixin and Wang, Xinchao and Ou, Kairi and Tao, Dapeng and Song, Mingli},
title = {Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

K-Nearest Neighbors Hashing
Xiangyu He,
Peisong Wang,
Jian Cheng
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Xiangyu and Wang, Peisong and Cheng, Jian},
title = {K-Nearest Neighbors Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning RoI Transformer for Oriented Object Detection in Aerial Images
Jian Ding,
Nan Xue,
Yang Long,
Gui-Song Xia,
Qikai Lu
[pdf]
[bibtex]
@InProceedings{Ding_2019_CVPR,
author = {Ding, Jian and Xue, Nan and Long, Yang and Xia, Gui-Song and Lu, Qikai},
title = {Learning RoI Transformer for Oriented Object Detection in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Snapshot Distillation: Teacher-Student Optimization in One Generation
Chenglin Yang,
Lingxi Xie,
Chi Su,
Alan L. Yuille
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Chenglin and Xie, Lingxi and Su, Chi and Yuille, Alan L.},
title = {Snapshot Distillation: Teacher-Student Optimization in One Generation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Geometry-Aware Distillation for Indoor Semantic Segmentation
Jianbo Jiao,
Yunchao Wei,
Zequn Jie,
Honghui Shi,
Rynson W.H. Lau,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Jiao_2019_CVPR,
author = {Jiao, Jianbo and Wei, Yunchao and Jie, Zequn and Shi, Honghui and Lau, Rynson W.H. and Huang, Thomas S.},
title = {Geometry-Aware Distillation for Indoor Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search
John Collomosse,
Tu Bui,
Hailin Jin
[pdf] [supp]
[bibtex]
@InProceedings{Collomosse_2019_CVPR,
author = {Collomosse, John and Bui, Tu and Jin, Hailin},
title = {LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Bounding Box Regression With Uncertainty for Accurate Object Detection
Yihui He,
Chenchen Zhu,
Jianren Wang,
Marios Savvides,
Xiangyu Zhang
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Yihui and Zhu, Chenchen and Wang, Jianren and Savvides, Marios and Zhang, Xiangyu},
title = {Bounding Box Regression With Uncertainty for Accurate Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations
Pramuditha Perera,
Ramesh Nallapati,
Bing Xiang
[pdf]
[bibtex]
@InProceedings{Perera_2019_CVPR,
author = {Perera, Pramuditha and Nallapati, Ramesh and Xiang, Bing},
title = {OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Metrics From Teachers: Compact Networks for Image Embedding
Lu Yu,
Vacit Oguz Yazici,
Xialei Liu,
Joost van de Weijer,
Yongmei Cheng,
Arnau Ramisa
[pdf]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Lu and Yazici, Vacit Oguz and Liu, Xialei and Weijer, Joost van de and Cheng, Yongmei and Ramisa, Arnau},
title = {Learning Metrics From Teachers: Compact Networks for Image Embedding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Activity Driven Weakly Supervised Object Detection
Zhenheng Yang,
Dhruv Mahajan,
Deepti Ghadiyaram,
Ram Nevatia,
Vignesh Ramanathan
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Zhenheng and Mahajan, Dhruv and Ghadiyaram, Deepti and Nevatia, Ram and Ramanathan, Vignesh},
title = {Activity Driven Weakly Supervised Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
Hong Liu,
Zhangjie Cao,
Mingsheng Long,
Jianmin Wang,
Qiang Yang
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Hong and Cao, Zhangjie and Long, Mingsheng and Wang, Jianmin and Yang, Qiang},
title = {Separate to Adapt: Open Set Domain Adaptation via Progressive Separation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Layout-Graph Reasoning for Fashion Landmark Detection
Weijiang Yu,
Xiaodan Liang,
Ke Gong,
Chenhan Jiang,
Nong Xiao,
Liang Lin
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Weijiang and Liang, Xiaodan and Gong, Ke and Jiang, Chenhan and Xiao, Nong and Lin, Liang},
title = {Layout-Graph Reasoning for Fashion Landmark Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs
Erkun Yang,
Tongliang Liu,
Cheng Deng,
Wei Liu,
Dacheng Tao
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Erkun and Liu, Tongliang and Deng, Cheng and Liu, Wei and Tao, Dacheng},
title = {DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks
Junjie Zhang,
Qi Wu,
Jian Zhang,
Chunhua Shen,
Jianfeng Lu
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Junjie and Wu, Qi and Zhang, Jian and Shen, Chunhua and Lu, Jianfeng},
title = {Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Region Proposal by Guided Anchoring
Jiaqi Wang,
Kai Chen,
Shuo Yang,
Chen Change Loy,
Dahua Lin
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Jiaqi and Chen, Kai and Yang, Shuo and Loy, Chen Change and Lin, Dahua},
title = {Region Proposal by Guided Anchoring},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation
Jian Liang,
Ran He,
Zhenan Sun,
Tieniu Tan
[pdf] [supp]
[bibtex]
@InProceedings{Liang_2019_CVPR,
author = {Liang, Jian and He, Ran and Sun, Zhenan and Tan, Tieniu},
title = {Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Transfer Examples for Partial Domain Adaptation
Zhangjie Cao,
Kaichao You,
Mingsheng Long,
Jianmin Wang,
Qiang Yang
[pdf]
[bibtex]
@InProceedings{Cao_2019_CVPR,
author = {Cao, Zhangjie and You, Kaichao and Long, Mingsheng and Wang, Jianmin and Yang, Qiang},
title = {Learning to Transfer Examples for Partial Domain Adaptation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Generalized Zero-Shot Recognition Based on Visually Semantic Embedding
Pengkai Zhu,
Hanxiao Wang,
Venkatesh Saligrama
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Pengkai and Wang, Hanxiao and Saligrama, Venkatesh},
title = {Generalized Zero-Shot Recognition Based on Visually Semantic Embedding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Visual Feature Translation
Jie Hu,
Rongrong Ji,
Hong Liu,
Shengchuan Zhang,
Cheng Deng,
Qi Tian
[pdf]
[bibtex]
@InProceedings{Hu_2019_CVPR,
author = {Hu, Jie and Ji, Rongrong and Liu, Hong and Zhang, Shengchuan and Deng, Cheng and Tian, Qi},
title = {Towards Visual Feature Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Amodal Instance Segmentation With KINS Dataset
Lu Qi,
Li Jiang,
Shu Liu,
Xiaoyong Shen,
Jiaya Jia
[pdf] [supp]
[bibtex]
@InProceedings{Qi_2019_CVPR,
author = {Qi, Lu and Jiang, Li and Liu, Shu and Shen, Xiaoyong and Jia, Jiaya},
title = {Amodal Instance Segmentation With KINS Dataset},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Global Second-Order Pooling Convolutional Networks
Zilin Gao,
Jiangtao Xie,
Qilong Wang,
Peihua Li
[pdf]
[bibtex]
@InProceedings{Gao_2019_CVPR,
author = {Gao, Zilin and Xie, Jiangtao and Wang, Qilong and Li, Peihua},
title = {Global Second-Order Pooling Convolutional Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification From the Bottom Up
Weifeng Ge,
Xiangru Lin,
Yizhou Yu
[pdf] [supp]
[bibtex]
@InProceedings{Ge_2019_CVPR,
author = {Ge, Weifeng and Lin, Xiangru and Yu, Yizhou},
title = {Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification From the Bottom Up},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

NetTailor: Tuning the Architecture, Not Just the Weights
Pedro Morgado,
Nuno Vasconcelos
[pdf]
[bibtex]
@InProceedings{Morgado_2019_CVPR,
author = {Morgado, Pedro and Vasconcelos, Nuno},
title = {NetTailor: Tuning the Architecture, Not Just the Weights},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning-Based Sampling for Natural Image Matting
Jingwei Tang,
Yagiz Aksoy,
Cengiz Oztireli,
Markus Gross,
Tunc Ozan Aydin
[pdf]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Jingwei and Aksoy, Yagiz and Oztireli, Cengiz and Gross, Markus and Aydin, Tunc Ozan},
title = {Learning-Based Sampling for Natural Image Matting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Unsupervised Video Object Segmentation Through Visual Attention
Wenguan Wang,
Hongmei Song,
Shuyang Zhao,
Jianbing Shen,
Sanyuan Zhao,
Steven C. H. Hoi,
Haibin Ling
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Wenguan and Song, Hongmei and Zhao, Shuyang and Shen, Jianbing and Zhao, Sanyuan and Hoi, Steven C. H. and Ling, Haibin},
title = {Learning Unsupervised Video Object Segmentation Through Visual Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks
Christopher Choy,
JunYoung Gwak,
Silvio Savarese
[pdf] [supp]
[bibtex]
@InProceedings{Choy_2019_CVPR,
author = {Choy, Christopher and Gwak, JunYoung and Savarese, Silvio},
title = {4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pyramid Feature Attention Network for Saliency Detection
Ting Zhao,
Xiangqian Wu
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Ting and Wu, Xiangqian},
title = {Pyramid Feature Attention Network for Saliency Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing
Kaihua Zhang,
Tengpeng Li,
Bo Liu,
Qingshan Liu
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Kaihua and Li, Tengpeng and Liu, Bo and Liu, Qingshan},
title = {Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines
Yuan-Ting Hu,
Hong-Shuo Chen,
Kexin Hui,
Jia-Bin Huang,
Alexander G. Schwing
[pdf]
[bibtex]
@InProceedings{Hu_2019_CVPR,
author = {Hu, Yuan-Ting and Chen, Hong-Shuo and Hui, Kexin and Huang, Jia-Bin and Schwing, Alexander G.},
title = {SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Instance Activation Maps for Weakly Supervised Instance Segmentation
Yi Zhu,
Yanzhao Zhou,
Huijuan Xu,
Qixiang Ye,
David Doermann,
Jianbin Jiao
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Yi and Zhou, Yanzhao and Xu, Huijuan and Ye, Qixiang and Doermann, David and Jiao, Jianbin},
title = {Learning Instance Activation Maps for Weakly Supervised Instance Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation
Zhi Tian,
Tong He,
Chunhua Shen,
Youliang Yan
[pdf]
[bibtex]
@InProceedings{Tian_2019_CVPR,
author = {Tian, Zhi and He, Tong and Shen, Chunhua and Yan, Youliang},
title = {Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation
Chunfeng Song,
Yan Huang,
Wanli Ouyang,
Liang Wang
[pdf]
[bibtex]
@InProceedings{Song_2019_CVPR,
author = {Song, Chunfeng and Huang, Yan and Ouyang, Wanli and Wang, Liang},
title = {Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dual Attention Network for Scene Segmentation
Jun Fu,
Jing Liu,
Haijie Tian,
Yong Li,
Yongjun Bao,
Zhiwei Fang,
Hanqing Lu
[pdf]
[bibtex]
@InProceedings{Fu_2019_CVPR,
author = {Fu, Jun and Liu, Jing and Tian, Haijie and Li, Yong and Bao, Yongjun and Fang, Zhiwei and Lu, Hanqing},
title = {Dual Attention Network for Scene Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

InverseRenderNet: Learning Single Image Inverse Rendering
Ye Yu,
William A. P. Smith
[pdf]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Ye and Smith, William A. P.},
title = {InverseRenderNet: Learning Single Image Inverse Rendering},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Variational Auto-Encoder Model for Stochastic Point Processes
Nazanin Mehrasa,
Akash Abdu Jyothi,
Thibaut Durand,
Jiawei He,
Leonid Sigal,
Greg Mori
[pdf]
[bibtex]
@InProceedings{Mehrasa_2019_CVPR,
author = {Mehrasa, Nazanin and Jyothi, Akash Abdu and Durand, Thibaut and He, Jiawei and Sigal, Leonid and Mori, Greg},
title = {A Variational Auto-Encoder Model for Stochastic Point Processes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unifying Heterogeneous Classifiers With Distillation
Jayakorn Vongkulbhisal,
Phongtharin Vinayavekhin,
Marco Visentini-Scarzanella
[pdf] [supp]
[bibtex]
@InProceedings{Vongkulbhisal_2019_CVPR,
author = {Vongkulbhisal, Jayakorn and Vinayavekhin, Phongtharin and Visentini-Scarzanella, Marco},
title = {Unifying Heterogeneous Classifiers With Distillation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Assessment of Faster R-CNN in Man-Machine Collaborative Search
Arturo Deza,
Amit Surana,
Miguel P. Eckstein
[pdf]
[bibtex]
@InProceedings{Deza_2019_CVPR,
author = {Deza, Arturo and Surana, Amit and Eckstein, Miguel P.},
title = {Assessment of Faster R-CNN in Man-Machine Collaborative Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge
Kenneth Marino,
Mohammad Rastegari,
Ali Farhadi,
Roozbeh Mottaghi
[pdf] [supp]
[bibtex]
@InProceedings{Marino_2019_CVPR,
author = {Marino, Kenneth and Rastegari, Mohammad and Farhadi, Ali and Mottaghi, Roozbeh},
title = {OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction
Yuan Gao,
Jiayi Ma,
Mingbo Zhao,
Wei Liu,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Gao_2019_CVPR,
author = {Gao, Yuan and Ma, Jiayi and Zhao, Mingbo and Liu, Wei and Yuille, Alan L.},
title = {NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spectral Metric for Dataset Complexity Assessment
Frederic Branchaud-Charron,
Andrew Achkar,
Pierre-Marc Jodoin
[pdf] [supp]
[bibtex]
@InProceedings{Branchaud-Charron_2019_CVPR,
author = {Branchaud-Charron, Frederic and Achkar, Andrew and Jodoin, Pierre-Marc},
title = {Spectral Metric for Dataset Complexity Assessment},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding
Ning Liu,
Yongchao Long,
Changqing Zou,
Qun Niu,
Li Pan,
Hefeng Wu
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Ning and Long, Yongchao and Zou, Changqing and Niu, Qun and Pan, Li and Wu, Hefeng},
title = {ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild
Yihang Lou,
Yan Bai,
Jun Liu,
Shiqi Wang,
Lingyu Duan
[pdf]
[bibtex]
@InProceedings{Lou_2019_CVPR,
author = {Lou, Yihang and Bai, Yan and Liu, Jun and Wang, Shiqi and Duan, Lingyu},
title = {VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3D Local Features for Direct Pairwise Registration
Haowen Deng,
Tolga Birdal,
Slobodan Ilic
[pdf] [supp]
[bibtex]
@InProceedings{Deng_2019_CVPR,
author = {Deng, Haowen and Birdal, Tolga and Ilic, Slobodan},
title = {3D Local Features for Direct Pairwise Registration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-Scale Point Clouds
Xiuye Gu,
Yijie Wang,
Chongruo Wu,
Yong Jae Lee,
Panqu Wang
[pdf] [supp]
[bibtex]
@InProceedings{Gu_2019_CVPR,
author = {Gu, Xiuye and Wang, Yijie and Wu, Chongruo and Lee, Yong Jae and Wang, Panqu},
title = {HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-Scale Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices
Yoni Kasten,
Amnon Geifman,
Meirav Galun,
Ronen Basri
[pdf] [supp]
[bibtex]
@InProceedings{Kasten_2019_CVPR,
author = {Kasten, Yoni and Geifman, Amnon and Galun, Meirav and Basri, Ronen},
title = {GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Group-Wise Correlation Stereo Network
Xiaoyang Guo,
Kai Yang,
Wukui Yang,
Xiaogang Wang,
Hongsheng Li
[pdf]
[bibtex]
@InProceedings{Guo_2019_CVPR,
author = {Guo, Xiaoyang and Yang, Kai and Yang, Wukui and Wang, Xiaogang and Li, Hongsheng},
title = {Group-Wise Correlation Stereo Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Multi-Level Context Ultra-Aggregation for Stereo Matching
Guang-Yu Nie,
Ming-Ming Cheng,
Yun Liu,
Zhengfa Liang,
Deng-Ping Fan,
Yue Liu,
Yongtian Wang
[pdf] [supp]
[bibtex]
@InProceedings{Nie_2019_CVPR,
author = {Nie, Guang-Yu and Cheng, Ming-Ming and Liu, Yun and Liang, Zhengfa and Fan, Deng-Ping and Liu, Yue and Wang, Yongtian},
title = {Multi-Level Context Ultra-Aggregation for Stereo Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Large-Scale, Metric Structure From Motion for Unordered Light Fields
Sotiris Nousias,
Manolis Lourakis,
Christos Bergeles
[pdf]
[bibtex]
@InProceedings{Nousias_2019_CVPR,
author = {Nousias, Sotiris and Lourakis, Manolis and Bergeles, Christos},
title = {Large-Scale, Metric Structure From Motion for Unordered Light Fields},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Understanding the Limitations of CNN-Based Absolute Camera Pose Regression
Torsten Sattler,
Qunjie Zhou,
Marc Pollefeys,
Laura Leal-Taixe
[pdf] [supp]
[bibtex]
@InProceedings{Sattler_2019_CVPR,
author = {Sattler, Torsten and Zhou, Qunjie and Pollefeys, Marc and Leal-Taixe, Laura},
title = {Understanding the Limitations of CNN-Based Absolute Camera Pose Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image
Jiaxiong Qiu,
Zhaopeng Cui,
Yinda Zhang,
Xingdi Zhang,
Shuaicheng Liu,
Bing Zeng,
Marc Pollefeys
[pdf] [supp]
[bibtex]
@InProceedings{Qiu_2019_CVPR,
author = {Qiu, Jiaxiong and Cui, Zhaopeng and Zhang, Yinda and Zhang, Xingdi and Liu, Shuaicheng and Zeng, Bing and Pollefeys, Marc},
title = {DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling
Jiancheng Yang,
Qiang Zhang,
Bingbing Ni,
Linguo Li,
Jinxian Liu,
Mengdie Zhou,
Qi Tian
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Jiancheng and Zhang, Qiang and Ni, Bingbing and Li, Linguo and Liu, Jinxian and Zhou, Mengdie and Tian, Qi},
title = {Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition
Lin Xu,
Han Sun,
Yuai Liu
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Lin and Sun, Han and Liu, Yuai},
title = {Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
Chen Wang,
Danfei Xu,
Yuke Zhu,
Roberto Martin-Martin,
Cewu Lu,
Li Fei-Fei,
Silvio Savarese
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Chen and Xu, Danfei and Zhu, Yuke and Martin-Martin, Roberto and Lu, Cewu and Fei-Fei, Li and Savarese, Silvio},
title = {DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dense Depth Posterior (DDP) From Single Image and Sparse Range
Yanchao Yang,
Alex Wong,
Stefano Soatto
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Yanchao and Wong, Alex and Soatto, Stefano},
title = {Dense Depth Posterior (DDP) From Single Image and Sparse Range},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

DuLa-Net: A Dual-Projection Network for Estimating Room Layouts From a Single RGB Panorama
Shang-Ta Yang,
Fu-En Wang,
Chi-Han Peng,
Peter Wonka,
Min Sun,
Hung-Kuo Chu
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Shang-Ta and Wang, Fu-En and Peng, Chi-Han and Wonka, Peter and Sun, Min and Chu, Hung-Kuo},
title = {DuLa-Net: A Dual-Projection Network for Estimating Room Layouts From a Single RGB Panorama},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach
Amir Atapour-Abarghouei,
Toby P. Breckon
[pdf] [supp]
[bibtex]
@InProceedings{Atapour-Abarghouei_2019_CVPR,
author = {Atapour-Abarghouei, Amir and Breckon, Toby P.},
title = {Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Segmentation-Driven 6D Object Pose Estimation
Yinlin Hu,
Joachim Hugonot,
Pascal Fua,
Mathieu Salzmann
[pdf]
[bibtex]
@InProceedings{Hu_2019_CVPR,
author = {Hu, Yinlin and Hugonot, Joachim and Fua, Pascal and Salzmann, Mathieu},
title = {Segmentation-Driven 6D Object Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Exploiting Temporal Context for 3D Human Pose Estimation in the Wild
Anurag Arnab,
Carl Doersch,
Andrew Zisserman
[pdf] [supp]
[bibtex]
@InProceedings{Arnab_2019_CVPR,
author = {Arnab, Anurag and Doersch, Carl and Zisserman, Andrew},
title = {Exploiting Temporal Context for 3D Human Pose Estimation in the Wild},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

What Do Single-View 3D Reconstruction Networks Learn?
Maxim Tatarchenko,
Stephan R. Richter,
Rene Ranftl,
Zhuwen Li,
Vladlen Koltun,
Thomas Brox
[pdf]
[bibtex]
@InProceedings{Tatarchenko_2019_CVPR,
author = {Tatarchenko, Maxim and Richter, Stephan R. and Ranftl, Rene and Li, Zhuwen and Koltun, Vladlen and Brox, Thomas},
title = {What Do Single-View 3D Reconstruction Networks Learn?},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

UniformFace: Learning Deep Equidistributed Representation for Face Recognition
Yueqi Duan,
Jiwen Lu,
Jie Zhou
[pdf]
[bibtex]
@InProceedings{Duan_2019_CVPR,
author = {Duan, Yueqi and Lu, Jiwen and Zhou, Jie},
title = {UniformFace: Learning Deep Equidistributed Representation for Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Semantic Graph Convolutional Networks for 3D Human Pose Regression
Long Zhao,
Xi Peng,
Yu Tian,
Mubbasir Kapadia,
Dimitris N. Metaxas
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Long and Peng, Xi and Tian, Yu and Kapadia, Mubbasir and Metaxas, Dimitris N.},
title = {Semantic Graph Convolutional Networks for 3D Human Pose Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Mask-Guided Portrait Editing With Conditional GANs
Shuyang Gu,
Jianmin Bao,
Hao Yang,
Dong Chen,
Fang Wen,
Lu Yuan
[pdf]
[bibtex]
@InProceedings{Gu_2019_CVPR,
author = {Gu, Shuyang and Bao, Jianmin and Yang, Hao and Chen, Dong and Wen, Fang and Yuan, Lu},
title = {Mask-Guided Portrait Editing With Conditional GANs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Group Sampling for Scale Invariant Face Detection
Xiang Ming,
Fangyun Wei,
Ting Zhang,
Dong Chen,
Fang Wen
[pdf] [supp]
[bibtex]
@InProceedings{Ming_2019_CVPR,
author = {Ming, Xiang and Wei, Fangyun and Zhang, Ting and Chen, Dong and Wen, Fang},
title = {Group Sampling for Scale Invariant Face Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation
Yong Zhang,
Baoyuan Wu,
Weiming Dong,
Zhifeng Li,
Wei Liu,
Bao-Gang Hu,
Qiang Ji
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Yong and Wu, Baoyuan and Dong, Weiming and Li, Zhifeng and Liu, Wei and Hu, Bao-Gang and Ji, Qiang},
title = {Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection
Zhiwei Liu,
Xiangyu Zhu,
Guosheng Hu,
Haiyun Guo,
Ming Tang,
Zhen Lei,
Neil M. Robertson,
Jinqiao Wang
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Zhiwei and Zhu, Xiangyu and Hu, Guosheng and Guo, Haiyun and Tang, Ming and Lei, Zhen and Robertson, Neil M. and Wang, Jinqiao},
title = {Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

LAEO-Net: Revisiting People Looking at Each Other in Videos
Manuel J. Marin-Jimenez,
Vicky Kalogeiton,
Pablo Medina-Suarez,
Andrew Zisserman
[pdf]
[bibtex]
@InProceedings{Marin-Jimenez_2019_CVPR,
author = {Marin-Jimenez, Manuel J. and Kalogeiton, Vicky and Medina-Suarez, Pablo and Zisserman, Andrew},
title = {LAEO-Net: Revisiting People Looking at Each Other in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks
Meilu Zhu,
Daming Shi,
Mingjie Zheng,
Muhammad Sadiq
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Meilu and Shi, Daming and Zheng, Mingjie and Sadiq, Muhammad},
title = {Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Individual Styles of Conversational Gesture
Shiry Ginosar,
Amir Bar,
Gefen Kohavi,
Caroline Chan,
Andrew Owens,
Jitendra Malik
[pdf]
[bibtex]
@InProceedings{Ginosar_2019_CVPR,
author = {Ginosar, Shiry and Bar, Amir and Kohavi, Gefen and Chan, Caroline and Owens, Andrew and Malik, Jitendra},
title = {Learning Individual Styles of Conversational Gesture},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Face Anti-Spoofing: Model Matters, so Does Data
Xiao Yang,
Wenhan Luo,
Linchao Bao,
Yuan Gao,
Dihong Gong,
Shibao Zheng,
Zhifeng Li,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Xiao and Luo, Wenhan and Bao, Linchao and Gao, Yuan and Gong, Dihong and Zheng, Shibao and Li, Zhifeng and Liu, Wei},
title = {Face Anti-Spoofing: Model Matters, so Does Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Fast Human Pose Estimation
Feng Zhang,
Xiatian Zhu,
Mao Ye
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Feng and Zhu, Xiatian and Ye, Mao},
title = {Fast Human Pose Estimation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Decorrelated Adversarial Learning for Age-Invariant Face Recognition
Hao Wang,
Dihong Gong,
Zhifeng Li,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Hao and Gong, Dihong and Li, Zhifeng and Liu, Wei},
title = {Decorrelated Adversarial Learning for Age-Invariant Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Cross-Task Weakly Supervised Learning From Instructional Videos
Dimitri Zhukov,
Jean-Baptiste Alayrac,
Ramazan Gokberk Cinbis,
David Fouhey,
Ivan Laptev,
Josef Sivic
[pdf]
[bibtex]
@InProceedings{Zhukov_2019_CVPR,
author = {Zhukov, Dimitri and Alayrac, Jean-Baptiste and Cinbis, Ramazan Gokberk and Fouhey, David and Laptev, Ivan and Sivic, Josef},
title = {Cross-Task Weakly Supervised Learning From Instructional Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation
Chien-Yi Chang,
De-An Huang,
Yanan Sui,
Li Fei-Fei,
Juan Carlos Niebles
[pdf]
[bibtex]
@InProceedings{Chang_2019_CVPR,
author = {Chang, Chien-Yi and Huang, De-An and Sui, Yanan and Fei-Fei, Li and Niebles, Juan Carlos},
title = {D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Progressive Teacher-Student Learning for Early Action Prediction
Xionghui Wang,
Jian-Fang Hu,
Jian-Huang Lai,
Jianguo Zhang,
Wei-Shi Zheng
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Xionghui and Hu, Jian-Fang and Lai, Jian-Huang and Zhang, Jianguo and Zheng, Wei-Shi},
title = {Progressive Teacher-Student Learning for Early Action Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning
Xinchen Liu,
Wu Liu,
Meng Zhang,
Jingwen Chen,
Lianli Gao,
Chenggang Yan,
Tao Mei
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Xinchen and Liu, Wu and Zhang, Meng and Chen, Jingwen and Gao, Lianli and Yan, Chenggang and Mei, Tao},
title = {Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation
Yazan Abu Farha,
Jurgen Gall
[pdf]
[bibtex]
@InProceedings{Farha_2019_CVPR,
author = {Farha, Yazan Abu and Gall, Jurgen},
title = {MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Transferable Interactiveness Knowledge for Human-Object Interaction Detection
Yong-Lu Li,
Siyuan Zhou,
Xijie Huang,
Liang Xu,
Ze Ma,
Hao-Shu Fang,
Yanfeng Wang,
Cewu Lu
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Yong-Lu and Zhou, Siyuan and Huang, Xijie and Xu, Liang and Ma, Ze and Fang, Hao-Shu and Wang, Yanfeng and Lu, Cewu},
title = {Transferable Interactiveness Knowledge for Human-Object Interaction Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition
Maosen Li,
Siheng Chen,
Xu Chen,
Ya Zhang,
Yanfeng Wang,
Qi Tian
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Maosen and Chen, Siheng and Chen, Xu and Zhang, Ya and Wang, Yanfeng and Tian, Qi},
title = {Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Multi-Granularity Generator for Temporal Action Proposal
Yuan Liu,
Lin Ma,
Yifeng Zhang,
Wei Liu,
Shih-Fu Chang
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Yuan and Ma, Lin and Zhang, Yifeng and Liu, Wei and Chang, Shih-Fu},
title = {Multi-Granularity Generator for Temporal Action Proposal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Rigid Instance Scene Flow
Wei-Chiu Ma,
Shenlong Wang,
Rui Hu,
Yuwen Xiong,
Raquel Urtasun
[pdf]
[bibtex]
@InProceedings{Ma_2019_CVPR,
author = {Ma, Wei-Chiu and Wang, Shenlong and Hu, Rui and Xiong, Yuwen and Urtasun, Raquel},
title = {Deep Rigid Instance Scene Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks
Xiankai Lu,
Wenguan Wang,
Chao Ma,
Jianbing Shen,
Ling Shao,
Fatih Porikli
[pdf]
[bibtex]
@InProceedings{Lu_2019_CVPR,
author = {Lu, Xiankai and Wang, Wenguan and Ma, Chao and Shen, Jianbing and Shao, Ling and Porikli, Fatih},
title = {See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification
Qize Yang,
Hong-Xing Yu,
Ancong Wu,
Wei-Shi Zheng
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Qize and Yu, Hong-Xing and Wu, Ancong and Zheng, Wei-Shi},
title = {Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking
Guangting Wang,
Chong Luo,
Zhiwei Xiong,
Wenjun Zeng
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Guangting and Luo, Chong and Xiong, Zhiwei and Zeng, Wenjun},
title = {SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Spatial Fusion GAN for Image Synthesis
Fangneng Zhan,
Hongyuan Zhu,
Shijian Lu
[pdf]
[bibtex]
@InProceedings{Zhan_2019_CVPR,
author = {Zhan, Fangneng and Zhu, Hongyuan and Lu, Shijian},
title = {Spatial Fusion GAN for Image Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Text Guided Person Image Synthesis
Xingran Zhou,
Siyu Huang,
Bin Li,
Yingming Li,
Jiachen Li,
Zhongfei Zhang
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2019_CVPR,
author = {Zhou, Xingran and Huang, Siyu and Li, Bin and Li, Yingming and Li, Jiachen and Zhang, Zhongfei},
title = {Text Guided Person Image Synthesis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
Ming Liu,
Yukang Ding,
Min Xia,
Xiao Liu,
Errui Ding,
Wangmeng Zuo,
Shilei Wen
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Ming and Ding, Yukang and Xia, Min and Liu, Xiao and Ding, Errui and Zuo, Wangmeng and Wen, Shilei},
title = {STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Towards Instance-Level Image-To-Image Translation
Zhiqiang Shen,
Mingyang Huang,
Jianping Shi,
Xiangyang Xue,
Thomas S. Huang
[pdf]
[bibtex]
@InProceedings{Shen_2019_CVPR,
author = {Shen, Zhiqiang and Huang, Mingyang and Shi, Jianping and Xue, Xiangyang and Huang, Thomas S.},
title = {Towards Instance-Level Image-To-Image Translation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dense Intrinsic Appearance Flow for Human Pose Transfer
Yining Li,
Chen Huang,
Chen Change Loy
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Yining and Huang, Chen and Loy, Chen Change},
title = {Dense Intrinsic Appearance Flow for Human Pose Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Depth-Aware Video Frame Interpolation
Wenbo Bao,
Wei-Sheng Lai,
Chao Ma,
Xiaoyun Zhang,
Zhiyong Gao,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Bao_2019_CVPR,
author = {Bao, Wenbo and Lai, Wei-Sheng and Ma, Chao and Zhang, Xiaoyun and Gao, Zhiyong and Yang, Ming-Hsuan},
title = {Depth-Aware Video Frame Interpolation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Sliced Wasserstein Generative Models
Jiqing Wu,
Zhiwu Huang,
Dinesh Acharya,
Wen Li,
Janine Thoma,
Danda Pani Paudel,
Luc Van Gool
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Jiqing and Huang, Zhiwu and Acharya, Dinesh and Li, Wen and Thoma, Janine and Paudel, Danda Pani and Gool, Luc Van},
title = {Sliced Wasserstein Generative Models},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Flow-Guided Video Inpainting
Rui Xu,
Xiaoxiao Li,
Bolei Zhou,
Chen Change Loy
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Rui and Li, Xiaoxiao and Zhou, Bolei and Loy, Chen Change},
title = {Deep Flow-Guided Video Inpainting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Video Generation From Single Semantic Label Map
Junting Pan,
Chengyu Wang,
Xu Jia,
Jing Shao,
Lu Sheng,
Junjie Yan,
Xiaogang Wang
[pdf]
[bibtex]
@InProceedings{Pan_2019_CVPR,
author = {Pan, Junting and Wang, Chengyu and Jia, Xu and Shao, Jing and Sheng, Lu and Yan, Junjie and Wang, Xiaogang},
title = {Video Generation From Single Semantic Label Map},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Polarimetric Camera Calibration Using an LCD Monitor
Zhixiang Wang,
Yinqiang Zheng,
Yung-Yu Chuang
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Zhixiang and Zheng, Yinqiang and Chuang, Yung-Yu},
title = {Polarimetric Camera Calibration Using an LCD Monitor},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Fully Automatic Video Colorization With Self-Regularization and Diversity
Chenyang Lei,
Qifeng Chen
[pdf]
[bibtex]
@InProceedings{Lei_2019_CVPR,
author = {Lei, Chenyang and Chen, Qifeng},
title = {Fully Automatic Video Colorization With Self-Regularization and Diversity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Zoom to Learn, Learn to Zoom
Xuaner Zhang,
Qifeng Chen,
Ren Ng,
Vladlen Koltun
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Xuaner and Chen, Qifeng and Ng, Ren and Koltun, Vladlen},
title = {Zoom to Learn, Learn to Zoom},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Single Image Reflection Removal Beyond Linearity
Qiang Wen,
Yinjie Tan,
Jing Qin,
Wenxi Liu,
Guoqiang Han,
Shengfeng He
[pdf] [supp]
[bibtex]
@InProceedings{Wen_2019_CVPR,
author = {Wen, Qiang and Tan, Yinjie and Qin, Jing and Liu, Wenxi and Han, Guoqiang and He, Shengfeng},
title = {Single Image Reflection Removal Beyond Linearity},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Separate Multiple Illuminants in a Single Image
Zhuo Hui,
Ayan Chakrabarti,
Kalyan Sunkavalli,
Aswin C. Sankaranarayanan
[pdf] [supp]
[bibtex]
@InProceedings{Hui_2019_CVPR,
author = {Hui, Zhuo and Chakrabarti, Ayan and Sunkavalli, Kalyan and Sankaranarayanan, Aswin C.},
title = {Learning to Separate Multiple Illuminants in a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Shape Unicode: A Unified Shape Representation
Sanjeev Muralikrishnan,
Vladimir G. Kim,
Matthew Fisher,
Siddhartha Chaudhuri
[pdf] [supp]
[bibtex]
@InProceedings{Muralikrishnan_2019_CVPR,
author = {Muralikrishnan, Sanjeev and Kim, Vladimir G. and Fisher, Matthew and Chaudhuri, Siddhartha},
title = {Shape Unicode: A Unified Shape Representation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Robust Video Stabilization by Optimization in CNN Weight Space
Jiyang Yu,
Ravi Ramamoorthi
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2019_CVPR,
author = {Yu, Jiyang and Ramamoorthi, Ravi},
title = {Robust Video Stabilization by Optimization in CNN Weight Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Linear Transformations for Fast Image and Video Style Transfer
Xueting Li,
Sifei Liu,
Jan Kautz,
Ming-Hsuan Yang
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Xueting and Liu, Sifei and Kautz, Jan and Yang, Ming-Hsuan},
title = {Learning Linear Transformations for Fast Image and Video Style Transfer},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Local Detection of Stereo Occlusion Boundaries
Jialiang Wang,
Todd Zickler
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Jialiang and Zickler, Todd},
title = {Local Detection of Stereo Occlusion Boundaries},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Bi-Directional Cascade Network for Perceptual Edge Detection
Jianzhong He,
Shiliang Zhang,
Ming Yang,
Yanhu Shan,
Tiejun Huang
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Jianzhong and Zhang, Shiliang and Yang, Ming and Shan, Yanhu and Huang, Tiejun},
title = {Bi-Directional Cascade Network for Perceptual Edge Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Single Image Deraining: A Comprehensive Benchmark Analysis
Siyuan Li,
Iago Breno Araujo,
Wenqi Ren,
Zhangyang Wang,
Eric K. Tokuda,
Roberto Hirata Junior,
Roberto Cesar-Junior,
Jiawan Zhang,
Xiaojie Guo,
Xiaochun Cao
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Siyuan and Araujo, Iago Breno and Ren, Wenqi and Wang, Zhangyang and Tokuda, Eric K. and Junior, Roberto Hirata and Cesar-Junior, Roberto and Zhang, Jiawan and Guo, Xiaojie and Cao, Xiaochun},
title = {Single Image Deraining: A Comprehensive Benchmark Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections
Hongyun Gao,
Xin Tao,
Xiaoyong Shen,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Gao_2019_CVPR,
author = {Gao, Hongyun and Tao, Xin and Shen, Xiaoyong and Jia, Jiaya},
title = {Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Events-To-Video: Bringing Modern Computer Vision to Event Cameras
Henri Rebecq,
Rene Ranftl,
Vladlen Koltun,
Davide Scaramuzza
[pdf] [supp]
[bibtex]
@InProceedings{Rebecq_2019_CVPR,
author = {Rebecq, Henri and Ranftl, Rene and Koltun, Vladlen and Scaramuzza, Davide},
title = {Events-To-Video: Bringing Modern Computer Vision to Event Cameras},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Feedback Network for Image Super-Resolution
Zhen Li,
Jinglei Yang,
Zheng Liu,
Xiaomin Yang,
Gwanggil Jeon,
Wei Wu
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Zhen and Yang, Jinglei and Liu, Zheng and Yang, Xiaomin and Jeon, Gwanggil and Wu, Wei},
title = {Feedback Network for Image Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Semi-Supervised Transfer Learning for Image Rain Removal
Wei Wei,
Deyu Meng,
Qian Zhao,
Zongben Xu,
Ying Wu
[pdf]
[bibtex]
@InProceedings{Wei_2019_CVPR,
author = {Wei, Wei and Meng, Deyu and Zhao, Qian and Xu, Zongben and Wu, Ying},
title = {Semi-Supervised Transfer Learning for Image Rain Removal},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

EventNet: Asynchronous Recursive Event Processing
Yusuke Sekikawa,
Kosuke Hara,
Hideo Saito
[pdf] [supp]
[bibtex]
@InProceedings{Sekikawa_2019_CVPR,
author = {Sekikawa, Yusuke and Hara, Kosuke and Saito, Hideo},
title = {EventNet: Asynchronous Recursive Event Processing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Recurrent Back-Projection Network for Video Super-Resolution
Muhammad Haris,
Gregory Shakhnarovich,
Norimichi Ukita
[pdf] [supp]
[bibtex]
@InProceedings{Haris_2019_CVPR,
author = {Haris, Muhammad and Shakhnarovich, Gregory and Ukita, Norimichi},
title = {Recurrent Back-Projection Network for Video Super-Resolution},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Cascaded Partial Decoder for Fast and Accurate Salient Object Detection
Zhe Wu,
Li Su,
Qingming Huang
[pdf] [supp]
[bibtex]
@InProceedings{Wu_2019_CVPR,
author = {Wu, Zhe and Su, Li and Huang, Qingming},
title = {Cascaded Partial Decoder for Fast and Accurate Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Simple Pooling-Based Design for Real-Time Salient Object Detection
Jiang-Jiang Liu,
Qibin Hou,
Ming-Ming Cheng,
Jiashi Feng,
Jianmin Jiang
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Jiang-Jiang and Hou, Qibin and Cheng, Ming-Ming and Feng, Jiashi and Jiang, Jianmin},
title = {A Simple Pooling-Based Design for Real-Time Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection
Jia-Xing Zhao,
Yang Cao,
Deng-Ping Fan,
Ming-Ming Cheng,
Xuan-Yi Li,
Le Zhang
[pdf]
[bibtex]
@InProceedings{Zhao_2019_CVPR,
author = {Zhao, Jia-Xing and Cao, Yang and Fan, Deng-Ping and Cheng, Ming-Ming and Li, Xuan-Yi and Zhang, Le},
title = {Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Progressive Image Deraining Networks: A Better and Simpler Baseline
Dongwei Ren,
Wangmeng Zuo,
Qinghua Hu,
Pengfei Zhu,
Deyu Meng
[pdf] [supp]
[bibtex]
@InProceedings{Ren_2019_CVPR,
author = {Ren, Dongwei and Zuo, Wangmeng and Hu, Qinghua and Zhu, Pengfei and Meng, Deyu},
title = {Progressive Image Deraining Networks: A Better and Simpler Baseline},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud
Li Yi,
Wang Zhao,
He Wang,
Minhyuk Sung,
Leonidas J. Guibas
[pdf] [supp]
[bibtex]
@InProceedings{Yi_2019_CVPR,
author = {Yi, Li and Zhao, Wang and Wang, He and Sung, Minhyuk and Guibas, Leonidas J.},
title = {GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Attentive Relational Networks for Mapping Images to Scene Graphs
Mengshi Qi,
Weijian Li,
Zhengyuan Yang,
Yunhong Wang,
Jiebo Luo
[pdf]
[bibtex]
@InProceedings{Qi_2019_CVPR,
author = {Qi, Mengshi and Li, Weijian and Yang, Zhengyuan and Wang, Yunhong and Luo, Jiebo},
title = {Attentive Relational Networks for Mapping Images to Scene Graphs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Relational Knowledge Distillation
Wonpyo Park,
Dongju Kim,
Yan Lu,
Minsu Cho
[pdf]
[bibtex]
@InProceedings{Park_2019_CVPR,
author = {Park, Wonpyo and Kim, Dongju and Lu, Yan and Cho, Minsu},
title = {Relational Knowledge Distillation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Compressing Convolutional Neural Networks via Factorized Convolutional Filters
Tuanhui Li,
Baoyuan Wu,
Yujiu Yang,
Yanbo Fan,
Yong Zhang,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Tuanhui and Wu, Baoyuan and Yang, Yujiu and Fan, Yanbo and Zhang, Yong and Liu, Wei},
title = {Compressing Convolutional Neural Networks via Factorized Convolutional Filters},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

On the Intrinsic Dimensionality of Image Representations
Sixue Gong,
Vishnu Naresh Boddeti,
Anil K. Jain
[pdf] [supp]
[bibtex]
@InProceedings{Gong_2019_CVPR,
author = {Gong, Sixue and Boddeti, Vishnu Naresh and Jain, Anil K.},
title = {On the Intrinsic Dimensionality of Image Representations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Part-Regularized Near-Duplicate Vehicle Re-Identification
Bing He,
Jia Li,
Yifan Zhao,
Yonghong Tian
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Bing and Li, Jia and Zhao, Yifan and Tian, Yonghong},
title = {Part-Regularized Near-Duplicate Vehicle Re-Identification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
Jiangliu Wang,
Jianbo Jiao,
Linchao Bao,
Shengfeng He,
Yunhui Liu,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Jiangliu and Jiao, Jianbo and Bao, Linchao and He, Shengfeng and Liu, Yunhui and Liu, Wei},
title = {Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Classification-Reconstruction Learning for Open-Set Recognition
Ryota Yoshihashi,
Wen Shao,
Rei Kawakami,
Shaodi You,
Makoto Iida,
Takeshi Naemura
[pdf]
[bibtex]
@InProceedings{Yoshihashi_2019_CVPR,
author = {Yoshihashi, Ryota and Shao, Wen and Kawakami, Rei and You, Shaodi and Iida, Makoto and Naemura, Takeshi},
title = {Classification-Reconstruction Learning for Open-Set Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Emotion-Aware Human Attention Prediction
Macario O. Cordel II,
Shaojing Fan,
Zhiqi Shen,
Mohan S. Kankanhalli
[pdf] [supp]
[bibtex]
@InProceedings{II_2019_CVPR,
author = {, II, Macario O. Cordel and Fan, Shaojing and Shen, Zhiqi and Kankanhalli, Mohan S.},
title = {Emotion-Aware Human Attention Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Residual Regression With Semantic Prior for Crowd Counting
Jia Wan,
Wenhan Luo,
Baoyuan Wu,
Antoni B. Chan,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Wan_2019_CVPR,
author = {Wan, Jia and Luo, Wenhan and Wu, Baoyuan and Chan, Antoni B. and Liu, Wei},
title = {Residual Regression With Semantic Prior for Crowd Counting},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Context-Reinforced Semantic Segmentation
Yizhou Zhou,
Xiaoyan Sun,
Zheng-Jun Zha,
Wenjun Zeng
[pdf]
[bibtex]
@InProceedings{Zhou_2019_CVPR,
author = {Zhou, Yizhou and Sun, Xiaoyan and Zha, Zheng-Jun and Zeng, Wenjun},
title = {Context-Reinforced Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Adversarial Structure Matching for Structured Prediction Tasks
Jyh-Jing Hwang,
Tsung-Wei Ke,
Jianbo Shi,
Stella X. Yu
[pdf]
[bibtex]
@InProceedings{Hwang_2019_CVPR,
author = {Hwang, Jyh-Jing and Ke, Tsung-Wei and Shi, Jianbo and Yu, Stella X.},
title = {Adversarial Structure Matching for Structured Prediction Tasks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Spectral Clustering Using Dual Autoencoder Network
Xu Yang,
Cheng Deng,
Feng Zheng,
Junchi Yan,
Wei Liu
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Xu and Deng, Cheng and Zheng, Feng and Yan, Junchi and Liu, Wei},
title = {Deep Spectral Clustering Using Dual Autoencoder Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Asymmetric Metric Learning via Rich Relationship Mining
Xinyi Xu,
Yanhua Yang,
Cheng Deng,
Feng Zheng
[pdf]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Xinyi and Yang, Yanhua and Deng, Cheng and Zheng, Feng},
title = {Deep Asymmetric Metric Learning via Rich Relationship Mining},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates
Jerome Revaud,
Minhyeok Heo,
Rafael S. Rezende,
Chanmi You,
Seong-Gyun Jeong
[pdf]
[bibtex]
@InProceedings{Revaud_2019_CVPR,
author = {Revaud, Jerome and Heo, Minhyeok and Rezende, Rafael S. and You, Chanmi and Jeong, Seong-Gyun},
title = {Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Associatively Segmenting Instances and Semantics in Point Clouds
Xinlong Wang,
Shu Liu,
Xiaoyong Shen,
Chunhua Shen,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Xinlong and Liu, Shu and Shen, Xiaoyong and Shen, Chunhua and Jia, Jiaya},
title = {Associatively Segmenting Instances and Semantics in Point Clouds},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation
Zhenyu Zhang,
Zhen Cui,
Chunyan Xu,
Yan Yan,
Nicu Sebe,
Jian Yang
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Zhenyu and Cui, Zhen and Xu, Chunyan and Yan, Yan and Sebe, Nicu and Yang, Jian},
title = {Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Scene Categorization From Contours: Medial Axis Based Salience Measures
Morteza Rezanejad,
Gabriel Downs,
John Wilder,
Dirk B. Walther,
Allan Jepson,
Sven Dickinson,
Kaleem Siddiqi
[pdf]
[bibtex]
@InProceedings{Rezanejad_2019_CVPR,
author = {Rezanejad, Morteza and Downs, Gabriel and Wilder, John and Walther, Dirk B. and Jepson, Allan and Dickinson, Sven and Siddiqi, Kaleem},
title = {Scene Categorization From Contours: Medial Axis Based Salience Measures},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Image Captioning
Yang Feng,
Lin Ma,
Wei Liu,
Jiebo Luo
[pdf] [supp]
[bibtex]
@InProceedings{Feng_2019_CVPR,
author = {Feng, Yang and Ma, Lin and Liu, Wei and Luo, Jiebo},
title = {Unsupervised Image Captioning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables
Yan Xu,
Baoyuan Wu,
Fumin Shen,
Yanbo Fan,
Yong Zhang,
Heng Tao Shen,
Wei Liu
[pdf] [supp]
[bibtex]
@InProceedings{Xu_2019_CVPR,
author = {Xu, Yan and Wu, Baoyuan and Shen, Fumin and Fan, Yanbo and Zhang, Yong and Shen, Heng Tao and Liu, Wei},
title = {Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Cross-Modal Relationship Inference for Grounding Referring Expressions
Sibei Yang,
Guanbin Li,
Yizhou Yu
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Sibei and Li, Guanbin and Yu, Yizhou},
title = {Cross-Modal Relationship Inference for Grounding Referring Expressions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions
Ehsan Abbasnejad,
Qi Wu,
Qinfeng Shi,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Abbasnejad_2019_CVPR,
author = {Abbasnejad, Ehsan and Wu, Qi and Shi, Qinfeng and Hengel, Anton van den},
title = {What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Iterative Alignment Network for Continuous Sign Language Recognition
Junfu Pu,
Wengang Zhou,
Houqiang Li
[pdf]
[bibtex]
@InProceedings{Pu_2019_CVPR,
author = {Pu, Junfu and Zhou, Wengang and Li, Houqiang},
title = {Iterative Alignment Network for Continuous Sign Language Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Neural Sequential Phrase Grounding (SeqGROUND)
Pelin Dogan,
Leonid Sigal,
Markus Gross
[pdf] [supp]
[bibtex]
@InProceedings{Dogan_2019_CVPR,
author = {Dogan, Pelin and Sigal, Leonid and Gross, Markus},
title = {Neural Sequential Phrase Grounding (SeqGROUND)},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions
Runtao Liu,
Chenxi Liu,
Yutong Bai,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Runtao and Liu, Chenxi and Bai, Yutong and Yuille, Alan L.},
title = {CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Describing Like Humans: On Diversity in Image Captioning
Qingzhong Wang,
Antoni B. Chan
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2019_CVPR,
author = {Wang, Qingzhong and Chan, Antoni B.},
title = {Describing Like Humans: On Diversity in Image Captioning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

MSCap: Multi-Style Image Captioning With Unpaired Stylized Text
Longteng Guo,
Jing Liu,
Peng Yao,
Jiangwei Li,
Hanqing Lu
[pdf]
[bibtex]
@InProceedings{Guo_2019_CVPR,
author = {Guo, Longteng and Liu, Jing and Yao, Peng and Li, Jiangwei and Lu, Hanqing},
title = {MSCap: Multi-Style Image Captioning With Unpaired Stylized Text},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

CRAVES: Controlling Robotic Arm With a Vision-Based Economic System
Yiming Zuo,
Weichao Qiu,
Lingxi Xie,
Fangwei Zhong,
Yizhou Wang,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Zuo_2019_CVPR,
author = {Zuo, Yiming and Qiu, Weichao and Xie, Lingxi and Zhong, Fangwei and Wang, Yizhou and Yuille, Alan L.},
title = {CRAVES: Controlling Robotic Arm With a Vision-Based Economic System},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Networks for Joint Affine and Non-Parametric Image Registration
Zhengyang Shen,
Xu Han,
Zhenlin Xu,
Marc Niethammer
[pdf] [supp]
[bibtex]
@InProceedings{Shen_2019_CVPR,
author = {Shen, Zhengyang and Han, Xu and Xu, Zhenlin and Niethammer, Marc},
title = {Networks for Joint Affine and Non-Parametric Image Registration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Shape-Aware Embedding for Scene Text Detection
Zhuotao Tian,
Michelle Shu,
Pengyuan Lyu,
Ruiyu Li,
Chao Zhou,
Xiaoyong Shen,
Jiaya Jia
[pdf]
[bibtex]
@InProceedings{Tian_2019_CVPR,
author = {Tian, Zhuotao and Shu, Michelle and Lyu, Pengyuan and Li, Ruiyu and Zhou, Chao and Shen, Xiaoyong and Jia, Jiaya},
title = {Learning Shape-Aware Embedding for Scene Text Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Film From Professional Human Motion Videos
Chong Huang,
Chuan-En Lin,
Zhenyu Yang,
Yan Kong,
Peng Chen,
Xin Yang,
Kwang-Ting Cheng
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2019_CVPR,
author = {Huang, Chong and Lin, Chuan-En and Yang, Zhenyu and Kong, Yan and Chen, Peng and Yang, Xin and Cheng, Kwang-Ting},
title = {Learning to Film From Professional Human Motion Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention
Pooya Abolghasemi,
Amir Mazaheri,
Mubarak Shah,
Ladislau Boloni
[pdf] [supp]
[bibtex]
@InProceedings{Abolghasemi_2019_CVPR,
author = {Abolghasemi, Pooya and Mazaheri, Amir and Shah, Mubarak and Boloni, Ladislau},
title = {Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence
Dahun Kim,
Sanghyun Woo,
Joon-Young Lee,
In So Kweon
[pdf]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Dahun and Woo, Sanghyun and Lee, Joon-Young and Kweon, In So},
title = {Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Video Representations From Correspondence Proposals
Xingyu Liu,
Joon-Young Lee,
Hailin Jin
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Xingyu and Lee, Joon-Young and Jin, Hailin},
title = {Learning Video Representations From Correspondence Proposals},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks
Bo Li,
Wei Wu,
Qiang Wang,
Fangyi Zhang,
Junliang Xing,
Junjie Yan
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Bo and Wu, Wei and Wang, Qiang and Zhang, Fangyi and Xing, Junliang and Yan, Junjie},
title = {SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Sphere Generative Adversarial Network Based on Geometric Moment Matching
Sung Woo Park,
Junseok Kwon
[pdf] [supp]
[bibtex]
@InProceedings{Park_2019_CVPR,
author = {Park, Sung Woo and Kwon, Junseok},
title = {Sphere Generative Adversarial Network Based on Geometric Moment Matching},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Adversarial Attacks Beyond the Image Space
Xiaohui Zeng,
Chenxi Liu,
Yu-Siang Wang,
Weichao Qiu,
Lingxi Xie,
Yu-Wing Tai,
Chi-Keung Tang,
Alan L. Yuille
[pdf] [supp]
[bibtex]
@InProceedings{Zeng_2019_CVPR,
author = {Zeng, Xiaohui and Liu, Chenxi and Wang, Yu-Siang and Qiu, Weichao and Xie, Lingxi and Tai, Yu-Wing and Tang, Chi-Keung and Yuille, Alan L.},
title = {Adversarial Attacks Beyond the Image Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks
Yinpeng Dong,
Tianyu Pang,
Hang Su,
Jun Zhu
[pdf] [supp]
[bibtex]
@InProceedings{Dong_2019_CVPR,
author = {Dong, Yinpeng and Pang, Tianyu and Su, Hang and Zhu, Jun},
title = {Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses
Jerome Rony,
Luiz G. Hafemann,
Luiz S. Oliveira,
Ismail Ben Ayed,
Robert Sabourin,
Eric Granger
[pdf] [supp]
[bibtex]
@InProceedings{Rony_2019_CVPR,
author = {Rony, Jerome and Hafemann, Luiz G. and Oliveira, Luiz S. and Ayed, Ismail Ben and Sabourin, Robert and Granger, Eric},
title = {Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A General and Adaptive Robust Loss Function
Jonathan T. Barron
[pdf] [supp]
[bibtex]
@InProceedings{Barron_2019_CVPR,
author = {Barron, Jonathan T.},
title = {A General and Adaptive Robust Loss Function},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
Yang He,
Ping Liu,
Ziwei Wang,
Zhilan Hu,
Yi Yang
[pdf]
[bibtex]
@InProceedings{He_2019_CVPR,
author = {He, Yang and Liu, Ping and Wang, Ziwei and Hu, Zhilan and Yang, Yi},
title = {Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss
Sangil Jung,
Changyong Son,
Seohyung Lee,
Jinwoo Son,
Jae-Joon Han,
Youngjun Kwak,
Sung Ju Hwang,
Changkyu Choi
[pdf] [supp]
[bibtex]
@InProceedings{Jung_2019_CVPR,
author = {Jung, Sangil and Son, Changyong and Lee, Seohyung and Son, Jinwoo and Han, Jae-Joon and Kwak, Youngjun and Hwang, Sung Ju and Choi, Changkyu},
title = {Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection
Ruoqi Sun,
Xinge Zhu,
Chongruo Wu,
Chen Huang,
Jianping Shi,
Lizhuang Ma
[pdf] [supp]
[bibtex]
@InProceedings{Sun_2019_CVPR,
author = {Sun, Ruoqi and Zhu, Xinge and Wu, Chongruo and Huang, Chen and Shi, Jianping and Ma, Lizhuang},
title = {Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Learning of Dense Shape Correspondence
Oshri Halimi,
Or Litany,
Emanuele Rodola,
Alex M. Bronstein,
Ron Kimmel
[pdf] [supp]
[bibtex]
@InProceedings{Halimi_2019_CVPR,
author = {Halimi, Oshri and Litany, Or and Rodola, Emanuele and Bronstein, Alex M. and Kimmel, Ron},
title = {Unsupervised Learning of Dense Shape Correspondence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach
Minyoung Kim,
Pritish Sahu,
Behnam Gholami,
Vladimir Pavlovic
[pdf] [supp]
[bibtex]
@InProceedings{Kim_2019_CVPR,
author = {Kim, Minyoung and Sahu, Pritish and Gholami, Behnam and Pavlovic, Vladimir},
title = {Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Balanced Self-Paced Learning for Generative Adversarial Clustering Network
Kamran Ghasedi,
Xiaoqian Wang,
Cheng Deng,
Heng Huang
[pdf] [supp]
[bibtex]
@InProceedings{Ghasedi_2019_CVPR,
author = {Ghasedi, Kamran and Wang, Xiaoqian and Deng, Cheng and Huang, Heng},
title = {Balanced Self-Paced Learning for Generative Adversarial Clustering Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras,
Samuli Laine,
Timo Aila
[pdf] [supp]
[bibtex]
@InProceedings{Karras_2019_CVPR,
author = {Karras, Tero and Laine, Samuli and Aila, Timo},
title = {A Style-Based Generator Architecture for Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Parallel Optimal Transport GAN
Gil Avraham,
Yan Zuo,
Tom Drummond
[pdf] [supp]
[bibtex]
@InProceedings{Avraham_2019_CVPR,
author = {Avraham, Gil and Zuo, Yan and Drummond, Tom},
title = {Parallel Optimal Transport GAN},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
Ji Hou,
Angela Dai,
Matthias Niessner
[pdf] [supp]
[bibtex]
@InProceedings{Hou_2019_CVPR,
author = {Hou, Ji and Dai, Angela and Niessner, Matthias},
title = {3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Causes and Corrections for Bimodal Multi-Path Scanning With Structured Light
Yu Zhang,
Daniel L. Lau,
Ying Yu
[pdf]
[bibtex]
@InProceedings{Zhang_2019_CVPR,
author = {Zhang, Yu and Lau, Daniel L. and Yu, Ying},
title = {Causes and Corrections for Bimodal Multi-Path Scanning With Structured Light},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

TextureNet: Consistent Local Parametrizations for Learning From High-Resolution Signals on Meshes
Jingwei Huang,
Haotian Zhang,
Li Yi,
Thomas Funkhouser,
Matthias Niessner,
Leonidas J. Guibas
[pdf]
[bibtex]
@InProceedings{Huang_2019_CVPR,
author = {Huang, Jingwei and Zhang, Haotian and Yi, Li and Funkhouser, Thomas and Niessner, Matthias and Guibas, Leonidas J.},
title = {TextureNet: Consistent Local Parametrizations for Learning From High-Resolution Signals on Meshes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image
Chen Liu,
Kihwan Kim,
Jinwei Gu,
Yasutaka Furukawa,
Jan Kautz
[pdf] [supp]
[bibtex]
@InProceedings{Liu_2019_CVPR,
author = {Liu, Chen and Kim, Kihwan and Gu, Jinwei and Furukawa, Yasutaka and Kautz, Jan},
title = {PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Occupancy Networks: Learning 3D Reconstruction in Function Space
Lars Mescheder,
Michael Oechsle,
Michael Niemeyer,
Sebastian Nowozin,
Andreas Geiger
[pdf] [supp]
[bibtex]
@InProceedings{Mescheder_2019_CVPR,
author = {Mescheder, Lars and Oechsle, Michael and Niemeyer, Michael and Nowozin, Sebastian and Geiger, Andreas},
title = {Occupancy Networks: Learning 3D Reconstruction in Function Space},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3D Shape Reconstruction From Images in the Frequency Domain
Weichao Shen,
Yunde Jia,
Yuwei Wu
[pdf]
[bibtex]
@InProceedings{Shen_2019_CVPR,
author = {Shen, Weichao and Jia, Yunde and Wu, Yuwei},
title = {3D Shape Reconstruction From Images in the Frequency Domain},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

SiCloPe: Silhouette-Based Clothed People
Ryota Natsume,
Shunsuke Saito,
Zeng Huang,
Weikai Chen,
Chongyang Ma,
Hao Li,
Shigeo Morishima
[pdf] [supp]
[bibtex]
@InProceedings{Natsume_2019_CVPR,
author = {Natsume, Ryota and Saito, Shunsuke and Huang, Zeng and Chen, Weikai and Ma, Chongyang and Li, Hao and Morishima, Shigeo},
title = {SiCloPe: Silhouette-Based Clothed People},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation
Hao Zhu,
Xinxin Zuo,
Sen Wang,
Xun Cao,
Ruigang Yang
[pdf]
[bibtex]
@InProceedings{Zhu_2019_CVPR,
author = {Zhu, Hao and Zuo, Xinxin and Wang, Sen and Cao, Xun and Yang, Ruigang},
title = {Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Convolutional Mesh Regression for Single-Image Human Shape Reconstruction
Nikos Kolotouros,
Georgios Pavlakos,
Kostas Daniilidis
[pdf] [supp]
[bibtex]
@InProceedings{Kolotouros_2019_CVPR,
author = {Kolotouros, Nikos and Pavlakos, Georgios and Daniilidis, Kostas},
title = {Convolutional Mesh Regression for Single-Image Human Shape Reconstruction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
Bugra Tekin,
Federica Bogo,
Marc Pollefeys
[pdf] [supp]
[bibtex]
@InProceedings{Tekin_2019_CVPR,
author = {Tekin, Bugra and Bogo, Federica and Pollefeys, Marc},
title = {H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning the Depths of Moving People by Watching Frozen People
Zhengqi Li,
Tali Dekel,
Forrester Cole,
Richard Tucker,
Noah Snavely,
Ce Liu,
William T. Freeman
[pdf] [supp]
[bibtex]
@InProceedings{Li_2019_CVPR,
author = {Li, Zhengqi and Dekel, Tali and Cole, Forrester and Tucker, Richard and Snavely, Noah and Liu, Ce and Freeman, William T.},
title = {Learning the Depths of Moving People by Watching Frozen People},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion
Zhenpei Yang,
Jeffrey Z. Pan,
Linjie Luo,
Xiaowei Zhou,
Kristen Grauman,
Qixing Huang
[pdf] [supp]
[bibtex]
@InProceedings{Yang_2019_CVPR,
author = {Yang, Zhenpei and Pan, Jeffrey Z. and Luo, Linjie and Zhou, Xiaowei and Grauman, Kristen and Huang, Qixing},
title = {Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

A Skeleton-Bridged Deep Learning Approach for Generating Meshes of Complex Topologies From Single RGB Images
Jiapeng Tang,
Xiaoguang Han,
Junyi Pan,
Kui Jia,
Xin Tong
[pdf]
[bibtex]
@InProceedings{Tang_2019_CVPR,
author = {Tang, Jiapeng and Han, Xiaoguang and Pan, Junyi and Jia, Kui and Tong, Xin},
title = {A Skeleton-Bridged Deep Learning Approach for Generating Meshes of Complex Topologies From Single RGB Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

Learning Structure-And-Motion-Aware Rolling Shutter Correction