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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

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  1. Coordinate Attention for Efficient Mobile Network Design ↗Qibin Hou, Daquan Zhou, Jiashi Feng6,447 citations
  2. Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers ↗Sixiao Zheng, Jiachen Lu, Hengshuang Zhao et al.3,695 citations
  3. Exploring Simple Siamese Representation Learning ↗Xinlei Chen, Kaiming He3,498 citations
  4. RepVGG: Making VGG-style ConvNets Great Again ↗Xiaohan Ding, Xiangyu Zhang, Ningning Ma et al.2,664 citations
  5. Taming Transformers for High-Resolution Image Synthesis ↗Patrick Esser, Robin Rombach, Björn Ommer2,416 citations
  6. Pre-Trained Image Processing Transformer ↗Hanting Chen, Yunhe Wang, Tianyu Guo et al.2,135 citations
  7. Multi-Stage Progressive Image Restoration ↗Syed Waqas Zamir, Aditya Arora, Salman Hameed Khan et al.2,095 citations
  8. Center-based 3D Object Detection and Tracking ↗Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl2,082 citations
  9. LoFTR: Detector-Free Local Feature Matching with Transformers ↗Jiaming Sun, Zehong Shen, Yuang Wang et al.1,719 citations
  10. Scaled-YOLOv4: Scaling Cross Stage Partial Network ↗Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao1,718 citations
  11. pixelNeRF: Neural Radiance Fields from One or Few Images ↗Alex Yu, Vickie Ye, Matthew Tancik et al.1,560 citations
  12. Model-Contrastive Federated Learning ↗Qinbin Li, Bingsheng He, Dawn Xiaodong Song1,534 citations
  13. Sparse R-CNN: End-to-End Object Detection with Learnable Proposals ↗Peize Sun, Rufeng Zhang, Yi Jiang et al.1,505 citations
  14. Transformer Tracking ↗Xin Chen, Bin Yan, Jiawen Zhu et al.1,442 citations
  15. NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections ↗Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi et al.1,374 citations
  16. D-NeRF: Neural Radiance Fields for Dynamic Scenes ↗Albert Pumarola, Enric Corona, Gerard Pons‐Moll et al.1,355 citations
  17. Bottleneck Transformers for Visual Recognition ↗Aravind Srinivas, Tsung-Yi Lin, Niki Parmar et al.1,270 citations
  18. Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision ↗Xiaokang Chen, Yuhui Yuan, Gang Zeng et al.1,209 citations
  19. DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution ↗Siyuan Qiao, Liang-Chieh Chen, Alan Yuille1,159 citations
  20. Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation ↗Golnaz Ghiasi, Yin Cui, Aravind Srinivas et al.1,148 citations
  21. VarifocalNet: An IoU-aware Dense Object Detector ↗Haoyang Zhang, Ying Wang, Feras Dayoub et al.1,142 citations
  22. Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation ↗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 ↗Risheng Liu, Long Ma, Jiaao Zhang et al.1,057 citations
  24. Dynamic Head: Unifying Object Detection Heads with Attentions ↗Xiyang Dai, Yinpeng Chen, Bin Xiao et al.1,044 citations
  25. CutPaste: Self-Supervised Learning for Anomaly Detection and Localization ↗Chunliang Li, Kihyuk Sohn, Jinsung Yoon et al.1,025 citations
  26. Natural Adversarial Examples ↗Dan Hendrycks, Kevin Zhao, Steven Basart et al.1,002 citations
  27. Multi-attentional Deepfake Detection ↗Hanqing Zhao, Tianyi Wei, Wenbo Zhou et al.941 citations
  28. ReDet: A Rotation-equivariant Detector for Aerial Object Detection ↗Jiaming Han, Jian Ding, Nan Xue et al.939 citations
  29. Contrastive Learning for Compact Single Image Dehazing ↗Haiyan Wu, Yanyun Qu, Shaohui Lin et al.926 citations
  30. VinVL: Revisiting Visual Representations in Vision-Language Models ↗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 ↗Bin Li, Yin Li, Kevin W. Eliceiri898 citations
  32. Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking ↗Ning Wang, Wengang Zhou, Jie Wang et al.861 citations
  33. Transformer Interpretability Beyond Attention Visualization ↗Hila Chefer, Shir Gur, Lior Wolf848 citations
  34. You Only Look One-level Feature ↗Qiang Chen, Yingming Wang, Tong Yang et al.788 citations
  35. Rethinking BiSeNet For Real-time Semantic Segmentation ↗Mingyuan Fan, Shenqi Lai, Junshi Huang et al.785 citations
  36. Learning Continuous Image Representation with Local Implicit Image Function ↗Yinbo Chen, Sifei Liu, Xiaolong Wang782 citations
  37. GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields ↗Michael Niemeyer, Andreas Geiger731 citations
  38. AdaBins: Depth Estimation Using Adaptive Bins ↗Shariq Farooq Bhat, Ibraheem Alhashim, Peter Wonka726 citations
  39. IBRNet: Learning Multi-View Image-Based Rendering ↗Qianqian Wang, Zhicheng Wang, Kyle Genova et al.725 citations
  40. PREDATOR: Registration of 3D Point Clouds with Low Overlap ↗Shengyu Huang, Žan Gojčič, Mikhail Usvyatsov et al.721 citations
  41. End-to-End Human Pose and Mesh Reconstruction with Transformers ↗Kevin Lin, Lijuan Wang, Zicheng Liu706 citations
  42. pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis ↗Eric Ryan Chan, Marco Monteiro, Petr Kellnhofer et al.689 citations
  43. End-to-End Video Instance Segmentation with Transformers ↗Yuqing Wang, Zhaoliang Xu, Xinlong Wang et al.679 citations
  44. Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes ↗Zhengqi Li, Simon Niklaus, Noah Snavely et al.674 citations
  45. DER: Dynamically Expandable Representation for Class Incremental Learning ↗Shipeng Yan, Jiangwei Xie, Xuming He660 citations
  46. Diffusion Probabilistic Models for 3D Point Cloud Generation ↗Shitong Luo, Wei Hu628 citations
  47. Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans ↗Sida Peng, Yuanqing Zhang, Yinghao Xu et al.626 citations
  48. MagFace: A Universal Representation for Face Recognition and Quality Assessment ↗Qiang Meng, Shichao Zhao, Zhida Huang et al.625 citations
  49. Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation ↗Xinge Zhu, Hui Zhou, Tai Wang et al.623 citations
  50. Dense Contrastive Learning for Self-Supervised Visual Pre-Training ↗Xinlong Wang, Rufeng Zhang, Chunhua Shen et al.618 citations
  51. Understanding the Behaviour of Contrastive Loss ↗Feng Wang, Huaping Liu617 citations
  52. Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts ↗Soravit Changpinyo, Piyush Kumar Sharma, Nan Ding et al.612 citations
  53. Image Super-Resolution with Non-Local Sparse Attention ↗Yiqun Mei, Yuchen Fan, Yuqian Zhou607 citations
  54. BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond ↗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 ↗Jie Lei, Linjie Li, Luowei Zhou et al.589 citations
  56. Multi-Modal Fusion Transformer for End-to-End Autonomous Driving ↗Aditya Prakash, Kashyap Chitta, Andreas Geiger584 citations
  57. Simultaneously Localize, Segment and Rank the Camouflaged Objects ↗Yunqiu Lv, Jing Zhang, Yuchao Dai et al.584 citations
  58. Distilling Knowledge via Knowledge Review ↗Pengguang Chen, Shu Liu, Hengshuang Zhao et al.575 citations
  59. Generalizing Face Forgery Detection with High-frequency Features ↗Yuchen Luo, Yong Zhang, Junchi Yan et al.573 citations
  60. Camouflaged Object Segmentation with Distraction Mining ↗Haiyang Mei, Ge-Peng Ji, Ziqi Wei et al.565 citations
  61. Categorical Depth Distribution Network for Monocular 3D Object Detection ↗Cody Reading, Ali Harakeh, Julia Chae et al.563 citations
  62. A Fourier-based Framework for Domain Generalization ↗Qinwei Xu, Ruipeng Zhang, Ya Zhang et al.561 citations
  63. Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain ↗Honggu Liu, Xiaodan Li, Wenbo Zhou et al.561 citations
  64. FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding ↗Bo Sun, Banghuai Li, Shengcai Cai et al.555 citations
  65. Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation ↗Pan Zhang, Bo Zhang, Ting Zhang et al.549 citations
  66. Towards Open World Object Detection ↗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 ↗Quande Liu, Cheng Chen, Jing Qin et al.541 citations
  68. Towards Real-World Blind Face Restoration with Generative Facial Prior ↗Xintao Wang, Yu Li, Honglun Zhang et al.538 citations
  69. PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds ↗Mutian Xu, Runyu Ding, Hengshuang Zhao et al.523 citations
  70. Diverse Branch Block: Building a Convolution as an Inception-like Unit ↗Xiaohan Ding, Xiangyu Zhang, Jungong Han et al.520 citations
  71. UP-DETR: Unsupervised Pre-training for Object Detection with Transformers ↗Zhigang Dai, Bolun Cai, Yugeng Lin et al.520 citations
  72. Closed-Form Factorization of Latent Semantics in GANs ↗Yujun Shen, Bolei Zhou515 citations
  73. NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis ↗Pratul P. Srinivasan, Boyang Deng, Xiuming Zhang et al.515 citations
  74. Meta Pseudo Labels ↗Hieu Pham, Zihang Dai, Qizhe Xie et al.509 citations
  75. Lite-HRNet: A Lightweight High-Resolution Network ↗Changqian Yu, Bin Xiao, Changxin Gao et al.506 citations
  76. Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection ↗Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis et al.503 citations
  77. OTA: Optimal Transport Assignment for Object Detection ↗Zheng Ge, Songtao Liu, Zeming Li et al.502 citations
  78. Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction ↗Guy Gafni, Justus Thies, Michael Zollhöfer et al.501 citations
  79. MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers ↗Huiyu Wang, Yukun Zhu, Hartwig Adam et al.497 citations
  80. Boundary IoU: Improving Object-Centric Image Segmentation Evaluation ↗Bowen Cheng, Ross Girshick, Piotr Dollár et al.495 citations
  81. Graph Attention Tracking ↗Dongyan Guo, Yanyan Shao, Ying Cui et al.493 citations
  82. TDN: Temporal Difference Networks for Efficient Action Recognition ↗Limin Wang, Zhan Tong, Bin Ji et al.486 citations
  83. Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection ↗Lucas Tabelini, Rodrigo F. Berriel, Thiago Meireles Paixão et al.478 citations
  84. Multimodal Motion Prediction with Stacked Transformers ↗Yicheng Liu, Jinghuai Zhang, Liangji Fang et al.474 citations
  85. PointAugmenting: Cross-Modal Augmentation for 3D Object Detection ↗Chunwei Wang, Chao Ma, Ming Bo Zhu et al.474 citations
  86. Adaptive Prototype Learning and Allocation for Few-Shot Segmentation ↗Gen Li, Varun Jampani, Laura Sevilla-Lara et al.472 citations
  87. Enhancing the Transferability of Adversarial Attacks through Variance Tuning ↗Xiaosen Wang, Kun He471 citations
  88. 3D Object Detection with Pointformer ↗Xuran Pan, Zhuofan Xia, Shiji Song et al.464 citations
  89. GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation ↗Gu Wang, Fabian Manhardt, Federico Tombari et al.462 citations
  90. Quasi-Dense Similarity Learning for Multiple Object Tracking ↗Jiangmiao Pang, Linlu Qiu, Xia Li et al.459 citations
  91. Scaling Local Self-Attention for Parameter Efficient Visual Backbones ↗Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas et al.453 citations
  92. Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection ↗Li Xiang, Wenhai Wang, Xiaolin Hu et al.450 citations
  93. Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition ↗Shancheng Fang, Hongtao Xie, Yuxin Wang et al.450 citations
  94. Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes ↗Towaki Takikawa, Joey Litalien, Kangxue Yin et al.449 citations
  95. Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images ↗Tao Huang, Songjiang Li, Xu Jia et al.448 citations
  96. One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing ↗Ting-Chun Wang, Arun Mallya, Ming-Yu Liu444 citations
  97. Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition ↗Stephen Hausler, Sourav Garg, Ming Xu et al.444 citations
  98. Spatiotemporal Contrastive Video Representation Learning ↗Rui Qian, Tianjian Meng, Boqing Gong et al.443 citations
  99. COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction ↗Yijie Lin, Yuanbiao Gou, Zitao Liu et al.442 citations
  100. See through Gradients: Image Batch Recovery via GradInversion ↗Hongxu Yin, Arun Mallya, Arash Vahdat et al.440 citations

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