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title: "IEEE Computer Society Conference on Computer Vision and"
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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2020: all accepted papers

1,466 papers · page 1 of 15 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2020](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2020/)

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1. **[Momentum Contrast for Unsupervised Visual Representation Learning](https://md.research.elamur.ai/free/en/papers/he-2019-momentum-contrast-unsupervised-visual-representation/)**Kaiming He, Haoqi Fan, Yuxin Wu et al.*12,652 citations · our summary*
2. **[EfficientDet: Scalable and Efficient Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.01079)**Mingxing Tan, Ruoming Pang, Quoc Viet Le*9,258 citations*
3. **[ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr42600.2020.01155)**Qilong Wang, Banggu Wu, Pengfei Zhu et al.*8,890 citations*
4. **[nuScenes: A Multimodal Dataset for Autonomous Driving ↗](https://doi.org/10.1109/cvpr42600.2020.01164)**Holger Caesar, Varun Bankiti, Alex Lang et al.*6,888 citations*
5. **[Analyzing and Improving the Image Quality of StyleGAN ↗](https://doi.org/10.1109/cvpr42600.2020.00813)**Tero Karras, Samuli Laine, Miika Aittala et al.*6,002 citations*
6. **[GhostNet: More Features From Cheap Operations ↗](https://doi.org/10.1109/cvpr42600.2020.00165)**Kai Han, Yunhe Wang, Qi Chuan Tian et al.*4,817 citations*
7. **[Scalability in Perception for Autonomous Driving: Waymo Open Dataset ↗](https://doi.org/10.1109/cvpr42600.2020.00252)**Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla et al.*3,309 citations*
8. **[SuperGlue: Learning Feature Matching With Graph Neural Networks](https://md.research.elamur.ai/free/en/papers/sarlin-2019-superglue-learning-feature-matching-graph/)**Paul-Edouard Sarlin, Daniel DeTone, Tomasz Malisiewicz et al.*2,830 citations · our summary*
9. **[BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning ↗](https://doi.org/10.1109/cvpr42600.2020.00271)**Fisher Yu, Haofeng Chen, Xin Wang et al.*2,493 citations*
10. **[Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr42600.2020.00185)**Chunle Guo, Chongyi Li, Jichang Guo et al.*2,459 citations*
11. **[Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection ↗](https://doi.org/10.1109/cvpr42600.2020.00978)**Shifeng Zhang, Cheng Chi, Yongqiang Yao et al.*2,354 citations*
12. **[Self-Training With Noisy Student Improves ImageNet Classification ↗](https://doi.org/10.1109/cvpr42600.2020.01070)**Qizhe Xie, Minh-Thang Luong, Eduard H. Hovy et al.*2,319 citations*
13. **[PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.01054)**Shaoshuai Shi, Chaoxu Guo, Li Jiang et al.*2,243 citations*
14. **[RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds ↗](https://doi.org/10.1109/cvpr42600.2020.01112)**Qingyong Hu, Bo Yang, Linhai Xie et al.*2,149 citations*
15. **[Designing Network Design Spaces](https://md.research.elamur.ai/free/en/papers/radosavovic-2020-designing-network-design-spaces/)**Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick et al.*1,929 citations · our summary*
16. **[Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics ↗](https://doi.org/10.1109/cvpr42600.2020.00327)**Yuezun Li, Xin Yang, Pu Sun et al.*1,748 citations*
17. **[StarGAN v2: Diverse Image Synthesis for Multiple Domains ↗](https://doi.org/10.1109/cvpr42600.2020.00821)**Yunjey Choi, Youngjung Uh, Jaejun Yoo et al.*1,657 citations*
18. **[RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild ↗](https://doi.org/10.1109/cvpr42600.2020.00525)**Jiankang Deng, Jia Guo, Evangelos Ververas et al.*1,617 citations*
19. **[Dynamic Convolution: Attention Over Convolution Kernels ↗](https://doi.org/10.1109/cvpr42600.2020.01104)**Yinpeng Chen, Xiyang Dai, Mengchen Liu et al.*1,477 citations*
20. **[Self-Supervised Learning of Pretext-Invariant Representations ↗](https://doi.org/10.1109/cvpr42600.2020.00674)**Ishan Misra, Laurens van der Maaten*1,366 citations*
21. **[X3D: Expanding Architectures for Efficient Video Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00028)**Christoph Feichtenhofer*1,233 citations*
22. **[Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00022)**Ziyu Liu, Hongwen Zhang, Zhenghao Chen et al.*1,225 citations*
23. **[PointPainting: Sequential Fusion for 3D Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.00466)**Sourabh Vora, Alex Lang, Bassam Helou et al.*1,213 citations*
24. **[Meshed-Memory Transformer for Image Captioning ↗](https://doi.org/10.1109/cvpr42600.2020.01059)**Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi et al.*1,181 citations*
25. **[3DSSD: Point-Based 3D Single Stage Object Detector ↗](https://doi.org/10.1109/cvpr42600.2020.01105)**Zetong Yang, Yanan Sun, Shu Liu et al.*1,171 citations*
26. **[Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules ↗](https://doi.org/10.1109/cvpr42600.2020.00796)**Zhengxue Cheng, Heming Sun, Masaru Takeuchi et al.*1,161 citations*
27. **[CNN-Generated Images Are Surprisingly Easy to Spot… for Now ↗](https://doi.org/10.1109/cvpr42600.2020.00872)**Sheng-Yu Wang, Oliver Wang, Richard Zhang et al.*1,151 citations*
28. **[Face X-Ray for More General Face Forgery Detection ↗](https://doi.org/10.1109/cvpr42600.2020.00505)**Lingzhi Li, Jianmin Bao, Ting Zhang et al.*1,139 citations*
29. **[PointRend: Image Segmentation As Rendering ↗](https://doi.org/10.1109/cvpr42600.2020.00982)**Alexander Kirillov, Yuxin Wu, Kaiming He et al.*1,135 citations*
30. **[FDA: Fourier Domain Adaptation for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.00414)**Yanchao Yang, Stefano Soatto*1,119 citations*
31. **[MaskGAN: Towards Diverse and Interactive Facial Image Manipulation ↗](https://doi.org/10.1109/cvpr42600.2020.00559)**Cheng‐Han Lee, Ziwei Liu, Ling‐Yun Wu et al.*1,091 citations*
32. **[Multi-Scale Boosted Dehazing Network With Dense Feature Fusion ↗](https://doi.org/10.1109/cvpr42600.2020.00223)**Hang Dong, Jinshan Pan, Lei Xiang et al.*1,087 citations*
33. **[VIBE: Video Inference for Human Body Pose and Shape Estimation ↗](https://doi.org/10.1109/cvpr42600.2020.00530)**Muhammed Kocabas, Nikos Athanasiou, Michael J. Black*1,031 citations*
34. **[Interpreting the Latent Space of GANs for Semantic Face Editing ↗](https://doi.org/10.1109/cvpr42600.2020.00926)**Yujun Shen, Jinjin Gu, Xiaoou Tang et al.*1,018 citations*
35. **[Siamese Box Adaptive Network for Visual Tracking ↗](https://doi.org/10.1109/cvpr42600.2020.00670)**Zedu Chen, Bineng Zhong, Guorong Li et al.*993 citations*
36. **[Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction ↗](https://doi.org/10.1109/cvpr42600.2020.01443)**Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny et al.*989 citations*
37. **[Circle Loss: A Unified Perspective of Pair Similarity Optimization ↗](https://doi.org/10.1109/cvpr42600.2020.00643)**Yifan Sun, Changmao Cheng, Yuhan Zhang et al.*987 citations*
38. **[VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation ↗](https://doi.org/10.1109/cvpr42600.2020.01154)**Jiyang Gao, Chen Sun, Hang Zhao et al.*982 citations*
39. **[Skeleton-Based Action Recognition With Shift Graph Convolutional Network ↗](https://doi.org/10.1109/cvpr42600.2020.00026)**Ke Cheng, Yifan Zhang, Xiangyu He et al.*981 citations*
40. **[Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud ↗](https://doi.org/10.1109/cvpr42600.2020.00178)**Weijing Shi, Raj Rajkumar*967 citations*
41. **[Semi-Supervised Semantic Segmentation With Cross-Consistency Training ↗](https://doi.org/10.1109/cvpr42600.2020.01269)**Yassine Ouali, Céline Hudelot, Myriam Tami*967 citations*
42. **[Learning Texture Transformer Network for Image Super-Resolution ↗](https://doi.org/10.1109/cvpr42600.2020.00583)**Fuzhi Yang, Huan Yang, Jianlong Fu et al.*966 citations*
43. **[HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation ↗](https://doi.org/10.1109/cvpr42600.2020.00543)**Bowen Cheng, Bin Xiao, Jingdong Wang et al.*954 citations*
44. **[Exploring Self-Attention for Image Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.01009)**Hengshuang Zhao, Jiaya Jia, Vladlen Koltun*946 citations*
45. **[SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking ↗](https://doi.org/10.1109/cvpr42600.2020.00630)**Dongyan Guo, Jun Wang, Ying Cui et al.*932 citations*
46. **[Learning Memory-Guided Normality for Anomaly Detection ↗](https://doi.org/10.1109/cvpr42600.2020.01438)**Hyunjong Park, Jongyoun Noh, Bumsub Ham*929 citations*
47. **[Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings ↗](https://doi.org/10.1109/cvpr42600.2020.00424)**Paul Bergmann, Michael Fauser, David Sattlegger et al.*915 citations*
48. **[BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00974)**Boyan Zhou, Quan Cui, Xiu-Shen Wei et al.*901 citations*
49. **[DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover’s Distance and Structured Classifiers ↗](https://doi.org/10.1109/cvpr42600.2020.01222)**Chi Zhang, Yujun Cai, Guosheng Lin et al.*898 citations*
50. **[Camouflaged Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.00285)**Deng-Ping Fan, Ge-Peng Ji, Guolei Sun et al.*896 citations*
51. **[HRank: Filter Pruning Using High-Rank Feature Map ↗](https://doi.org/10.1109/cvpr42600.2020.00160)**Mingbao Lin, Rongrong Ji, Yan Wang et al.*866 citations*
52. **[Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching ↗](https://doi.org/10.1109/cvpr42600.2020.00257)**Xiaodong Gu, Zhiwen Fan, Siyu Zhu et al.*864 citations*
53. **[Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network ↗](https://doi.org/10.1109/cvpr42600.2020.00372)**Shaolin Su, Qingsen Yan, Yu Zhu et al.*848 citations*
54. **[Multi-Scale Interactive Network for Salient Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.00943)**Youwei Pang, Xiaoqi Zhao, Lihe Zhang et al.*844 citations*
55. **[Differentiable Volumetric Rendering: Learning Implicit 3D Representations Without 3D Supervision ↗](https://doi.org/10.1109/cvpr42600.2020.00356)**Michael Niemeyer, Lars Mescheder, Michael Oechsle et al.*834 citations*
56. **[Strip Pooling: Rethinking Spatial Pooling for Scene Parsing ↗](https://doi.org/10.1109/cvpr42600.2020.00406)**Qibin Hou, Zhang Li, Ming‐Ming Cheng et al.*820 citations*
57. **[Multi-Scale Progressive Fusion Network for Single Image Deraining ↗](https://doi.org/10.1109/cvpr42600.2020.00837)**Kui Jiang, Zhongyuan Wang, Peng Yi et al.*795 citations*
58. **[PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization ↗](https://doi.org/10.1109/cvpr42600.2020.00016)**Shunsuke Saito, Tomas Simon, Jason Saragih et al.*793 citations*
59. **[Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions ↗](https://doi.org/10.1109/cvpr42600.2020.00883)**Han-Jia Ye, Hexiang Hu, De‐Chuan Zhan et al.*790 citations*
60. **[Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.01229)**Yude Wang, Jie Zhang, Meina Kan et al.*770 citations*
61. **[Unbiased Scene Graph Generation From Biased Training ↗](https://doi.org/10.1109/cvpr42600.2020.00377)**Kaihua Tang, Yulei Niu, Jianqiang Huang et al.*755 citations*
62. **[Probabilistic Regression for Visual Tracking ↗](https://doi.org/10.1109/cvpr42600.2020.00721)**Martin Danelljan, Luc Van Gool, Radu Timofte*752 citations*
63. **[Suppressing Uncertainties for Large-Scale Facial Expression Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00693)**Kai Wang, Xiaojiang Peng, Jianfei Yang et al.*738 citations*
64. **[3D Packing for Self-Supervised Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr42600.2020.00256)**Vitor Guizilini, Rareş Ambruş, Sudeep Pillai et al.*736 citations*
65. **[On the Detection of Digital Face Manipulation ↗](https://doi.org/10.1109/cvpr42600.2020.00582)**Hao Dang, Feng Liu, Joel Stehouwer et al.*730 citations*
66. **[Rethinking Classification and Localization for Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.01020)**Yue Wu, Yinpeng Chen, Lu Yuan et al.*712 citations*
67. **[CenterMask: Real-Time Anchor-Free Instance Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.01392)**Youngwan Lee, Jongyoul Park*704 citations*
68. **[X-Linear Attention Networks for Image Captioning ↗](https://doi.org/10.1109/cvpr42600.2020.01098)**Yingwei Pan, Ting Yao, Yehao Li et al.*684 citations*
69. **[PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling ↗](https://doi.org/10.1109/cvpr42600.2020.00563)**Xu Yan, Chaoda Zheng, Zhen Li et al.*672 citations*
70. **[GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping ↗](https://doi.org/10.1109/cvpr42600.2020.01146)**Hao-Shu Fang, Chenxi Wang, Minghao Gou et al.*667 citations*
71. **[Relation-Aware Global Attention for Person Re-Identification ↗](https://doi.org/10.1109/cvpr42600.2020.00325)**Zhizheng Zhang, Cuiling Lan, Wenjun Zeng et al.*652 citations*
72. **[Structure Aware Single-Stage 3D Object Detection From Point Cloud ↗](https://doi.org/10.1109/cvpr42600.2020.01189)**Chenhang He, Hui Zeng, Jianqiang Huang et al.*651 citations*
73. **[Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00119)**Pengfei Zhang, Cuiling Lan, Wenjun Zeng et al.*647 citations*
74. **[From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr42600.2020.00313)**Wenhan Yang, Shiqi Wang, Yuming Fang et al.*644 citations*
75. **[PolarMask: Single Shot Instance Segmentation With Polar Representation ↗](https://doi.org/10.1109/cvpr42600.2020.01221)**Enze Xie, Peize Sun, Xiaoge Song et al.*641 citations*
76. **[Deep Unfolding Network for Image Super-Resolution ↗](https://doi.org/10.1109/cvpr42600.2020.00328)**Kai Zhang, Luc Van Gool, Radu Timofte*638 citations*
77. **[High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr42600.2020.00871)**Haohan Wang, Xindi Wu, Zeyi Huang et al.*638 citations*
78. **[Searching Central Difference Convolutional Networks for Face Anti-Spoofing ↗](https://doi.org/10.1109/cvpr42600.2020.00534)**Zitong Yu, Chenxu Zhao, Zezheng Wang et al.*636 citations*
79. **[TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution ↗](https://doi.org/10.1109/cvpr42600.2020.00342)**Yapeng Tian, Yulun Zhang, Yun Fu et al.*634 citations*
80. **[Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector ↗](https://doi.org/10.1109/cvpr42600.2020.00407)**Qi Fan, Wei Zhuo, Chi–Keung Tang et al.*632 citations*
81. **[Residual Feature Aggregation Network for Image Super-Resolution ↗](https://doi.org/10.1109/cvpr42600.2020.00243)**Jie Liu, Wenjie Zhang, Yuting Tang et al.*619 citations*
82. **[RPM-Net: Robust Point Matching Using Learned Features ↗](https://doi.org/10.1109/cvpr42600.2020.01184)**Zi Jian Yew, Gim Hee Lee*615 citations*
83. **[PVN3D: A Deep Point-Wise 3D Keypoints Voting Network for 6DoF Pose Estimation ↗](https://doi.org/10.1109/cvpr42600.2020.01165)**Yisheng He, Wei Min Sun, Haibin Huang et al.*613 citations*
84. **[Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.01249)**Bowen Cheng, Maxwell D. Collins, Yukun Zhu et al.*610 citations*
85. **[Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather ↗](https://doi.org/10.1109/cvpr42600.2020.01170)**Mario Bijelic, Tobias Gruber, Fahim Mannan et al.*609 citations*
86. **[Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization ↗](https://doi.org/10.1109/cvpr42600.2020.01374)**Hongxin Wei, Lei Feng, Xiangyu Chen et al.*604 citations*
87. **[BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.00860)**Hao Chen, Kunyang Sun, Zhi Tian et al.*601 citations*
88. **[PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation ↗](https://doi.org/10.1109/cvpr42600.2020.00962)**Yang Zhang, Zixiang Zhou, Philip David et al.*590 citations*
89. **[AugFPN: Improving Multi-Scale Feature Learning for Object Detection ↗](https://doi.org/10.1109/cvpr42600.2020.01261)**Chaoxu Guo, Bin Fan, Qian Zhang et al.*588 citations*
90. **[DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection ↗](https://doi.org/10.1109/cvpr42600.2020.00296)**Liming Jiang, Ren Li, Wayne Wu et al.*586 citations*
91. **[GaitPart: Temporal Part-Based Model for Gait Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.01423)**Chao Fan, Yunjie Peng, Chunshui Cao et al.*584 citations*
92. **[AANet: Adaptive Aggregation Network for Efficient Stereo Matching ↗](https://doi.org/10.1109/cvpr42600.2020.00203)**Haofei Xu, Juyong Zhang*583 citations*
93. **[CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00594)**Yuge Huang, Yuhan Wang, Ying Yu Tai et al.*580 citations*
94. **[End-to-End Learning of Visual Representations From Uncurated Instructional Videos ↗](https://doi.org/10.1109/cvpr42600.2020.00990)**Antoine Miech, Jean-Baptiste Alayrac, Lucas Smaira et al.*580 citations*
95. **[TEA: Temporal Excitation and Aggregation for Action Recognition ↗](https://doi.org/10.1109/cvpr42600.2020.00099)**Yan Li, Bin Ji, Xintian Shi et al.*564 citations*
96. **[Learning in the Frequency Domain ↗](https://doi.org/10.1109/cvpr42600.2020.00181)**Kai Meng Xu, Minghai Qin, Fei Sun et al.*563 citations*
97. **[Distribution-Aware Coordinate Representation for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr42600.2020.00712)**Feng Zhang, Xiatian Zhu, Hanbin Dai et al.*552 citations*
98. **[Deep Global Registration ↗](https://doi.org/10.1109/cvpr42600.2020.00259)**Christopher Choy, Wei Dong, Vladlen Koltun*548 citations*
99. **[Revisiting Knowledge Distillation via Label Smoothing Regularization ↗](https://doi.org/10.1109/cvpr42600.2020.00396)**Li Yuan, Francis EH Tay, Guilin Li et al.*546 citations*
100. **[What Makes Training Multi-Modal Classification Networks Hard? ↗](https://doi.org/10.1109/cvpr42600.2020.01271)**Wei‐Yao Wang, Du Tran, Matt Feiszli*543 citations*

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