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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 2021: all accepted papers

1,667 papers · page 1 of 17 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/)

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1. **[Coordinate Attention for Efficient Mobile Network Design ↗](https://doi.org/10.1109/cvpr46437.2021.01350)**Qibin Hou, Daquan Zhou, Jiashi Feng*6,447 citations*
2. **[Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00681)**Sixiao Zheng, Jiachen Lu, Hengshuang Zhao et al.*3,695 citations*
3. **[Exploring Simple Siamese Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01549)**Xinlei Chen, Kaiming He*3,498 citations*
4. **[RepVGG: Making VGG-style ConvNets Great Again ↗](https://doi.org/10.1109/cvpr46437.2021.01352)**Xiaohan Ding, Xiangyu Zhang, Ningning Ma et al.*2,664 citations*
5. **[Taming Transformers for High-Resolution Image Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.01268)**Patrick Esser, Robin Rombach, Björn Ommer*2,416 citations*
6. **[Pre-Trained Image Processing Transformer ↗](https://doi.org/10.1109/cvpr46437.2021.01212)**Hanting Chen, Yunhe Wang, Tianyu Guo et al.*2,135 citations*
7. **[Multi-Stage Progressive Image Restoration ↗](https://doi.org/10.1109/cvpr46437.2021.01458)**Syed Waqas Zamir, Aditya Arora, Salman Hameed Khan et al.*2,095 citations*
8. **[Center-based 3D Object Detection and Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01161)**Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl*2,082 citations*
9. **[LoFTR: Detector-Free Local Feature Matching with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00881)**Jiaming Sun, Zehong Shen, Yuang Wang et al.*1,719 citations*
10. **[Scaled-YOLOv4: Scaling Cross Stage Partial Network ↗](https://doi.org/10.1109/cvpr46437.2021.01283)**Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao*1,718 citations*
11. **[pixelNeRF: Neural Radiance Fields from One or Few Images ↗](https://doi.org/10.1109/cvpr46437.2021.00455)**Alex Yu, Vickie Ye, Matthew Tancik et al.*1,560 citations*
12. **[Model-Contrastive Federated Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01057)**Qinbin Li, Bingsheng He, Dawn Xiaodong Song*1,534 citations*
13. **[Sparse R-CNN: End-to-End Object Detection with Learnable Proposals ↗](https://doi.org/10.1109/cvpr46437.2021.01422)**Peize Sun, Rufeng Zhang, Yi Jiang et al.*1,505 citations*
14. **[Transformer Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00803)**Xin Chen, Bin Yan, Jiawen Zhu et al.*1,442 citations*
15. **[NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections ↗](https://doi.org/10.1109/cvpr46437.2021.00713)**Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi et al.*1,374 citations*
16. **[D-NeRF: Neural Radiance Fields for Dynamic Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.01018)**Albert Pumarola, Enric Corona, Gerard Pons‐Moll et al.*1,355 citations*
17. **[Bottleneck Transformers for Visual Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01625)**Aravind Srinivas, Tsung-Yi Lin, Niki Parmar et al.*1,270 citations*
18. **[Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00264)**Xiaokang Chen, Yuhui Yuan, Gang Zeng et al.*1,209 citations*
19. **[DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution ↗](https://doi.org/10.1109/cvpr46437.2021.01008)**Siyuan Qiao, Liang-Chieh Chen, Alan Yuille*1,159 citations*
20. **[Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00294)**Golnaz Ghiasi, Yin Cui, Aravind Srinivas et al.*1,148 citations*
21. **[VarifocalNet: An IoU-aware Dense Object Detector ↗](https://doi.org/10.1109/cvpr46437.2021.00841)**Haoyang Zhang, Ying Wang, Feras Dayoub et al.*1,142 citations*
22. **[Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.00232)**Elad Richardson, Yuval Alaluf, Or Patashnik et al.*1,072 citations*
23. **[Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement ↗](https://doi.org/10.1109/cvpr46437.2021.01042)**Risheng Liu, Long Ma, Jiaao Zhang et al.*1,057 citations*
24. **[Dynamic Head: Unifying Object Detection Heads with Attentions ↗](https://doi.org/10.1109/cvpr46437.2021.00729)**Xiyang Dai, Yinpeng Chen, Bin Xiao et al.*1,044 citations*
25. **[CutPaste: Self-Supervised Learning for Anomaly Detection and Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00954)**Chunliang Li, Kihyuk Sohn, Jinsung Yoon et al.*1,025 citations*
26. **[Natural Adversarial Examples ↗](https://doi.org/10.1109/cvpr46437.2021.01501)**Dan Hendrycks, Kevin Zhao, Steven Basart et al.*1,002 citations*
27. **[Multi-attentional Deepfake Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00222)**Hanqing Zhao, Tianyi Wei, Wenbo Zhou et al.*941 citations*
28. **[ReDet: A Rotation-equivariant Detector for Aerial Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00281)**Jiaming Han, Jian Ding, Nan Xue et al.*939 citations*
29. **[Contrastive Learning for Compact Single Image Dehazing ↗](https://doi.org/10.1109/cvpr46437.2021.01041)**Haiyan Wu, Yanyun Qu, Shaohui Lin et al.*926 citations*
30. **[VinVL: Revisiting Visual Representations in Vision-Language Models ↗](https://doi.org/10.1109/cvpr46437.2021.00553)**Pengchuan Zhang, Xiujun Li, Xiaowei Hu et al.*907 citations*
31. **[Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01409)**Bin Li, Yin Li, Kevin W. Eliceiri*898 citations*
32. **[Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00162)**Ning Wang, Wengang Zhou, Jie Wang et al.*861 citations*
33. **[Transformer Interpretability Beyond Attention Visualization ↗](https://doi.org/10.1109/cvpr46437.2021.00084)**Hila Chefer, Shir Gur, Lior Wolf*848 citations*
34. **[You Only Look One-level Feature ↗](https://doi.org/10.1109/cvpr46437.2021.01284)**Qiang Chen, Yingming Wang, Tong Yang et al.*788 citations*
35. **[Rethinking BiSeNet For Real-time Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00959)**Mingyuan Fan, Shenqi Lai, Junshi Huang et al.*785 citations*
36. **[Learning Continuous Image Representation with Local Implicit Image Function ↗](https://doi.org/10.1109/cvpr46437.2021.00852)**Yinbo Chen, Sifei Liu, Xiaolong Wang*782 citations*
37. **[GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields ↗](https://doi.org/10.1109/cvpr46437.2021.01129)**Michael Niemeyer, Andreas Geiger*731 citations*
38. **[AdaBins: Depth Estimation Using Adaptive Bins ↗](https://doi.org/10.1109/cvpr46437.2021.00400)**Shariq Farooq Bhat, Ibraheem Alhashim, Peter Wonka*726 citations*
39. **[IBRNet: Learning Multi-View Image-Based Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.00466)**Qianqian Wang, Zhicheng Wang, Kyle Genova et al.*725 citations*
40. **[PREDATOR: Registration of 3D Point Clouds with Low Overlap ↗](https://doi.org/10.1109/cvpr46437.2021.00425)**Shengyu Huang, Žan Gojčič, Mikhail Usvyatsov et al.*721 citations*
41. **[End-to-End Human Pose and Mesh Reconstruction with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00199)**Kevin Lin, Lijuan Wang, Zicheng Liu*706 citations*
42. **[pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.00574)**Eric Ryan Chan, Marco Monteiro, Petr Kellnhofer et al.*689 citations*
43. **[End-to-End Video Instance Segmentation with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00863)**Yuqing Wang, Zhaoliang Xu, Xinlong Wang et al.*679 citations*
44. **[Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.00643)**Zhengqi Li, Simon Niklaus, Noah Snavely et al.*674 citations*
45. **[DER: Dynamically Expandable Representation for Class Incremental Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00303)**Shipeng Yan, Jiangwei Xie, Xuming He*660 citations*
46. **[Diffusion Probabilistic Models for 3D Point Cloud Generation ↗](https://doi.org/10.1109/cvpr46437.2021.00286)**Shitong Luo, Wei Hu*628 citations*
47. **[Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans ↗](https://doi.org/10.1109/cvpr46437.2021.00894)**Sida Peng, Yuanqing Zhang, Yinghao Xu et al.*626 citations*
48. **[MagFace: A Universal Representation for Face Recognition and Quality Assessment ↗](https://doi.org/10.1109/cvpr46437.2021.01400)**Qiang Meng, Shichao Zhao, Zhida Huang et al.*625 citations*
49. **[Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00981)**Xinge Zhu, Hui Zhou, Tai Wang et al.*623 citations*
50. **[Dense Contrastive Learning for Self-Supervised Visual Pre-Training ↗](https://doi.org/10.1109/cvpr46437.2021.00304)**Xinlong Wang, Rufeng Zhang, Chunhua Shen et al.*618 citations*
51. **[Understanding the Behaviour of Contrastive Loss ↗](https://doi.org/10.1109/cvpr46437.2021.00252)**Feng Wang, Huaping Liu*617 citations*
52. **[Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts ↗](https://doi.org/10.1109/cvpr46437.2021.00356)**Soravit Changpinyo, Piyush Kumar Sharma, Nan Ding et al.*612 citations*
53. **[Image Super-Resolution with Non-Local Sparse Attention ↗](https://doi.org/10.1109/cvpr46437.2021.00352)**Yiqun Mei, Yuchen Fan, Yuqian Zhou*607 citations*
54. **[BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond ↗](https://doi.org/10.1109/cvpr46437.2021.00491)**Kelvin C. K. Chan, Xintao Wang, Ke Yu et al.*604 citations*
55. **[Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling ↗](https://doi.org/10.1109/cvpr46437.2021.00725)**Jie Lei, Linjie Li, Luowei Zhou et al.*589 citations*
56. **[Multi-Modal Fusion Transformer for End-to-End Autonomous Driving ↗](https://doi.org/10.1109/cvpr46437.2021.00700)**Aditya Prakash, Kashyap Chitta, Andreas Geiger*584 citations*
57. **[Simultaneously Localize, Segment and Rank the Camouflaged Objects ↗](https://doi.org/10.1109/cvpr46437.2021.01142)**Yunqiu Lv, Jing Zhang, Yuchao Dai et al.*584 citations*
58. **[Distilling Knowledge via Knowledge Review ↗](https://doi.org/10.1109/cvpr46437.2021.00497)**Pengguang Chen, Shu Liu, Hengshuang Zhao et al.*575 citations*
59. **[Generalizing Face Forgery Detection with High-frequency Features ↗](https://doi.org/10.1109/cvpr46437.2021.01605)**Yuchen Luo, Yong Zhang, Junchi Yan et al.*573 citations*
60. **[Camouflaged Object Segmentation with Distraction Mining ↗](https://doi.org/10.1109/cvpr46437.2021.00866)**Haiyang Mei, Ge-Peng Ji, Ziqi Wei et al.*565 citations*
61. **[Categorical Depth Distribution Network for Monocular 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00845)**Cody Reading, Ali Harakeh, Julia Chae et al.*563 citations*
62. **[A Fourier-based Framework for Domain Generalization ↗](https://doi.org/10.1109/cvpr46437.2021.01415)**Qinwei Xu, Ruipeng Zhang, Ya Zhang et al.*561 citations*
63. **[Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain ↗](https://doi.org/10.1109/cvpr46437.2021.00083)**Honggu Liu, Xiaodan Li, Wenbo Zhou et al.*561 citations*
64. **[FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding ↗](https://doi.org/10.1109/cvpr46437.2021.00727)**Bo Sun, Banghuai Li, Shengcai Cai et al.*555 citations*
65. **[Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01223)**Pan Zhang, Bo Zhang, Ting Zhang et al.*549 citations*
66. **[Towards Open World Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00577)**K J Joseph, Salman Hameed Khan, Fahad Shahbaz Khan et al.*544 citations*
67. **[FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space ↗](https://doi.org/10.1109/cvpr46437.2021.00107)**Quande Liu, Cheng Chen, Jing Qin et al.*541 citations*
68. **[Towards Real-World Blind Face Restoration with Generative Facial Prior ↗](https://doi.org/10.1109/cvpr46437.2021.00905)**Xintao Wang, Yu Li, Honglun Zhang et al.*538 citations*
69. **[PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.00319)**Mutian Xu, Runyu Ding, Hengshuang Zhao et al.*523 citations*
70. **[Diverse Branch Block: Building a Convolution as an Inception-like Unit ↗](https://doi.org/10.1109/cvpr46437.2021.01074)**Xiaohan Ding, Xiangyu Zhang, Jungong Han et al.*520 citations*
71. **[UP-DETR: Unsupervised Pre-training for Object Detection with Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00165)**Zhigang Dai, Bolun Cai, Yugeng Lin et al.*520 citations*
72. **[Closed-Form Factorization of Latent Semantics in GANs ↗](https://doi.org/10.1109/cvpr46437.2021.00158)**Yujun Shen, Bolei Zhou*515 citations*
73. **[NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.00741)**Pratul P. Srinivasan, Boyang Deng, Xiuming Zhang et al.*515 citations*
74. **[Meta Pseudo Labels ↗](https://doi.org/10.1109/cvpr46437.2021.01139)**Hieu Pham, Zihang Dai, Qizhe Xie et al.*509 citations*
75. **[Lite-HRNet: A Lightweight High-Resolution Network ↗](https://doi.org/10.1109/cvpr46437.2021.01030)**Changqian Yu, Bin Xiao, Changxin Gao et al.*506 citations*
76. **[Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00500)**Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis et al.*503 citations*
77. **[OTA: Optimal Transport Assignment for Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00037)**Zheng Ge, Songtao Liu, Zeming Li et al.*502 citations*
78. **[Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.00854)**Guy Gafni, Justus Thies, Michael Zollhöfer et al.*501 citations*
79. **[MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00542)**Huiyu Wang, Yukun Zhu, Hartwig Adam et al.*497 citations*
80. **[Boundary IoU: Improving Object-Centric Image Segmentation Evaluation ↗](https://doi.org/10.1109/cvpr46437.2021.01508)**Bowen Cheng, Ross Girshick, Piotr Dollár et al.*495 citations*
81. **[Graph Attention Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00942)**Dongyan Guo, Yanyan Shao, Ying Cui et al.*493 citations*
82. **[TDN: Temporal Difference Networks for Efficient Action Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00193)**Limin Wang, Zhan Tong, Bin Ji et al.*486 citations*
83. **[Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00036)**Lucas Tabelini, Rodrigo F. Berriel, Thiago Meireles Paixão et al.*478 citations*
84. **[Multimodal Motion Prediction with Stacked Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00749)**Yicheng Liu, Jinghuai Zhang, Liangji Fang et al.*474 citations*
85. **[PointAugmenting: Cross-Modal Augmentation for 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01162)**Chunwei Wang, Chao Ma, Ming Bo Zhu et al.*474 citations*
86. **[Adaptive Prototype Learning and Allocation for Few-Shot Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00823)**Gen Li, Varun Jampani, Laura Sevilla-Lara et al.*472 citations*
87. **[Enhancing the Transferability of Adversarial Attacks through Variance Tuning ↗](https://doi.org/10.1109/cvpr46437.2021.00196)**Xiaosen Wang, Kun He*471 citations*
88. **[3D Object Detection with Pointformer ↗](https://doi.org/10.1109/cvpr46437.2021.00738)**Xuran Pan, Zhuofan Xia, Shiji Song et al.*464 citations*
89. **[GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.01634)**Gu Wang, Fabian Manhardt, Federico Tombari et al.*462 citations*
90. **[Quasi-Dense Similarity Learning for Multiple Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00023)**Jiangmiao Pang, Linlu Qiu, Xia Li et al.*459 citations*
91. **[Scaling Local Self-Attention for Parameter Efficient Visual Backbones ↗](https://doi.org/10.1109/cvpr46437.2021.01270)**Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas et al.*453 citations*
92. **[Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01146)**Li Xiang, Wenhai Wang, Xiaolin Hu et al.*450 citations*
93. **[Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00702)**Shancheng Fang, Hongtao Xie, Yuxin Wang et al.*450 citations*
94. **[Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes ↗](https://doi.org/10.1109/cvpr46437.2021.01120)**Towaki Takikawa, Joey Litalien, Kangxue Yin et al.*449 citations*
95. **[Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images ↗](https://doi.org/10.1109/cvpr46437.2021.01454)**Tao Huang, Songjiang Li, Xu Jia et al.*448 citations*
96. **[One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing ↗](https://doi.org/10.1109/cvpr46437.2021.00991)**Ting-Chun Wang, Arun Mallya, Ming-Yu Liu*444 citations*
97. **[Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01392)**Stephen Hausler, Sourav Garg, Ming Xu et al.*444 citations*
98. **[Spatiotemporal Contrastive Video Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00689)**Rui Qian, Tianjian Meng, Boqing Gong et al.*443 citations*
99. **[COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction ↗](https://doi.org/10.1109/cvpr46437.2021.01102)**Yijie Lin, Yuanbiao Gou, Zitao Liu et al.*442 citations*
100. **[See through Gradients: Image Batch Recovery via GradInversion ↗](https://doi.org/10.1109/cvpr46437.2021.01607)**Hongxu Yin, Arun Mallya, Arash Vahdat et al.*440 citations*

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