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ICCV 2021: all accepted papers

1,615 papers · page 2 of 17 · the most cited first · ← ICCV 2021

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  1. Mesh Graphormer ↗Kevin Lin, Lijuan Wang, Zicheng Liu337 citations
  2. RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation ↗Jianyun Xu, Ruixiang Zhang, Jian Dou et al.336 citations
  3. Image Inpainting via Conditional Texture and Structure Dual Generation ↗Xiefan Guo, Hongyu Yang, Di Huang335 citations
  4. Is Pseudo-Lidar needed for Monocular 3D Object detection? ↗Dennis Park, Rareş Ambruş, Vitor Guizilini et al.335 citations
  5. Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation ↗Beibei Lin, Shunli Zhang, Xin Feng Yu334 citations
  6. DetCo: Unsupervised Contrastive Learning for Object Detection ↗Enze Xie, Jian Ding, Wenhai Wang et al.333 citations
  7. Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection ↗Fan Yang, Qiang Zhai, Xin Li et al.332 citations
  8. DocFormer: End-to-End Transformer for Document Understanding ↗Srikar Appalaraju, Bhavan A. Jasani, Bhargava Urala Kota et al.331 citations
  9. Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data ↗Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto et al.331 citations
  10. Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding ↗Pengchuan Zhang, Xiyang Dai, Jianwei Yang et al.330 citations
  11. A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction ↗Zhian Liu, Yongwei Nie, Chengjiang Long et al.328 citations
  12. HiFT: Hierarchical Feature Transformer for Aerial Tracking ↗Ziang Cao, Changhong Fu, Junjie Ye et al.325 citations
  13. FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ↗Xiangxiang Chu, Bo Zhang, Ruijun Xu322 citations
  14. TransFER: Learning Relation-aware Facial Expression Representations with Transformers ↗Fanglei Xue, Qiangchang Wang, Guodong Guo321 citations
  15. Instances as Queries ↗Yuxin Fang, Shusheng Yang, Xinggang Wang et al.320 citations
  16. Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers ↗Zhaoshuo Li, Xingtong Liu, Nathan G. Drenkow et al.314 citations
  17. Hypercorrelation Squeeze for Few-Shot Segmenation ↗Juhong Min, Dahyun Kang, Minsu Cho313 citations
  18. TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation ↗Samuel Müller, Frank Hutter309 citations
  19. AutoFormer: Searching Transformers for Visual Recognition ↗Minghao Chen, Houwen Peng, Jianlong Fu et al.305 citations
  20. Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers ↗Hila Chefer, Shir Gur, Lior Wolf304 citations
  21. HuMoR: 3D Human Motion Model for Robust Pose Estimation ↗Davis Rempe, Tolga Birdal, Aaron Hertzmann et al.304 citations
  22. Exploring Temporal Coherence for More General Video Face Forgery Detection ↗Yinglin Zheng, Jianmin Bao, Dong Chen et al.302 citations
  23. ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement ↗Yuval Alaluf, Or Patashnik, Daniel Cohen‐Or302 citations
  24. Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis ↗Tiange Xiang, Chaoyi Zhang, Yang Song et al.301 citations
  25. High-Fidelity Pluralistic Image Completion with Transformers ↗Ziyu Wan, Jingbo Zhang, Dongdong Chen et al.299 citations
  26. Group-Free 3D Object Detection via Transformers ↗Ze Liu, Zheng Zhang, Yue Cao et al.298 citations
  27. Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences ↗Hyunjong Park, Sanghoon Lee, Junghyup Lee et al.295 citations
  28. Parametric Contrastive Learning ↗Jiequan Cui, Zhisheng Zhong, Liu Shu et al.290 citations
  29. UniT: Multimodal Multitask Learning with a Unified Transformer ↗Ronghang Hu, Amanpreet Singh288 citations
  30. CoMatch: Semi-supervised Learning with Contrastive Graph Regularization ↗Junnan Li, Caiming Xiong, Steven C. H. Hoi284 citations
  31. Learning to Diversify for Single Domain Generalization ↗Zi Helen Huang, Yadan Luo, Ruihong Qiu et al.284 citations
  32. ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification ↗Hao Chen, Benoit Lagadec, François Brémond283 citations
  33. COTR: Correspondence Transformer for Matching Across Images ↗Wei Jiang, Eduard Trulls, Jan Hosang et al.282 citations
  34. Improving 3D Object Detection with Channel-wise Transformer ↗Hualian Shenga, Sijia Cai, Yuan Liu et al.282 citations
  35. From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting ↗Karttikeya Mangalam, Yang An, Harshayu Girase et al.281 citations
  36. Self-Supervised Pretraining of 3D Features on any Point-Cloud ↗Zaiwei Zhang, Rohit Girdhar, Armand Joulin et al.278 citations
  37. Feature Importance-aware Transferable Adversarial Attacks ↗Zhibo Wang, Hengchang Guo, Zhifei Zhang et al.274 citations
  38. FIERY: Future Instance Prediction in Bird’s-Eye View from Surround Monocular Cameras ↗Anthony Hu, Zak Murez, Nikhil C Mohan et al.273 citations
  39. Refining activation downsampling with SoftPool ↗Alexandros Stergiou, Ronald W. Poppe, Grigorios Kalliatakis271 citations
  40. Admix: Enhancing the Transferability of Adversarial Attacks ↗Xiaosen Wang, Xuanran He, Jingdong Wang et al.270 citations
  41. Generalized Source-free Domain Adaptation ↗Shiqi Yang, Yaxing Wang, Joost van de Weijer et al.267 citations
  42. Relational Embedding for Few-Shot Classification ↗Dahyun Kang, Heeseung Kwon, Juhong Min et al.266 citations
  43. Vision-Language Transformer and Query Generation for Referring Segmentation ↗Henghui Ding, Chang Liu, Suchen Wang et al.266 citations
  44. ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss ↗Wei‐Ting Chen, Haoyu Fang, Cheng‐Lin Hsieh et al.264 citations
  45. Geometry Uncertainty Projection Network for Monocular 3D Object Detection ↗Yan Lu, Xinzhu Ma, Lei Yang et al.264 citations
  46. Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank ↗Íñigo Alonso, Alberto Sabater, David Ferstl et al.264 citations
  47. Image Manipulation Detection by Multi-View Multi-Scale Supervision ↗Xinru Chen, Chengbo Dong, Jiaqi Ji et al.263 citations
  48. 3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics ↗Huan Fu, Bowen Cai, Lin Gao et al.262 citations
  49. SelfReg: Self-supervised Contrastive Regularization for Domain Generalization ↗Daehee Kim, Youngjun Francis Yoo, Seunghyun Park et al.262 citations
  50. Geography-Aware Self-Supervised Learning ↗Kumar Ayush, Burak Uzkent, Chenlin Meng et al.258 citations
  51. Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans ↗Ainaz Eftekhar, Alexander Sax (Sasha), Jitendra Malik et al.258 citations
  52. MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction ↗Lingwei Dang, Yongwei Nie, Chengjiang Long et al.257 citations
  53. RangeDet: In Defense of Range View for LiDAR-based 3D Object Detection ↗Lue Fan, Xuan Xiong, Wang Feng et al.257 citations
  54. Learn to Match: Automatic Matching Network Design for Visual Tracking ↗Zhipeng Zhang, Yihao Liu, Xiao Wang et al.256 citations
  55. Monocular, One-stage, Regression of Multiple 3D People ↗Yu Sun, Qian Bao, Wu Liu et al.254 citations
  56. NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo ↗Yi Wei, Shaohui Liu, Yongming Rao et al.250 citations
  57. Visformer: The Vision-friendly Transformer ↗Zhengsu Chen, Lingxi Xie, Jianwei Niu et al.249 citations
  58. FaPN: Feature-aligned Pyramid Network for Dense Image Prediction ↗Shihua Huang, Zhichao Lu, Ran Cheng et al.247 citations
  59. Human Pose Regression with Residual Log-likelihood Estimation ↗Jiefeng Li, Siyuan Bian, Ailing Zeng et al.247 citations
  60. Fake it till you make it: face analysis in the wild using synthetic data alone ↗Erroll Wood, Tadas Baltrušaitis, Charlie Hewitt et al.246 citations
  61. Self-Knowledge Distillation with Progressive Refinement of Targets ↗Kyungyul Kim, Byeongmoon Ji, Doyoung Yoon et al.237 citations
  62. Unsupervised Point Cloud Pre-training via Occlusion Completion ↗Hanchen Wang, Qi Liu, Xiangyu Yue et al.236 citations
  63. MVTN: Multi-View Transformation Network for 3D Shape Recognition ↗Abdullah Hamdi, Silvio Giancola, Bernard Ghanem235 citations
  64. Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models ↗Zheyuan Liu, Cristian Rodríguez-Opazo, Damien Teney et al.232 citations
  65. CrackFormer: Transformer Network for Fine-Grained Crack Detection ↗Huajun Liu, Xiangyu Miao, Christoph Mertz et al.231 citations
  66. FREE: Feature Refinement for Generalized Zero-Shot Learning ↗Shiming Chen, Wenjie Wang, Beihao Xia et al.230 citations
  67. Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals ↗Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis et al.230 citations
  68. MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement ↗Alexander Richard, Michael Zollhöfer, Yandong Wen et al.225 citations
  69. NEAT: Neural Attention Fields for End-to-End Autonomous Driving ↗Kashyap Chitta, Aditya Prakash, Andreas Geiger222 citations
  70. Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather ↗Martin Hahner, Christos Sakaridis, Dengxin Dai et al.221 citations
  71. Just Ask: Learning to Answer Questions from Millions of Narrated Videos ↗Antoine Yang, Antoine Miech, Josef Šivic et al.219 citations
  72. Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks ↗Vivien Sainte Fare Garnot, Loïc Landrieu219 citations
  73. TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization ↗Wei Gao, Fang Wan, Xingjia Pan et al.219 citations
  74. End-to-End Urban Driving by Imitating a Reinforcement Learning Coach ↗Zhejun Zhang, Alexander Liniger, Dengxin Dai et al.218 citations
  75. Vector Neurons: A General Framework for SO(3)-Equivariant Networks ↗Congyue Deng, Or Litany, Yueqi Duan et al.218 citations
  76. Neural Radiance Flow for 4D View Synthesis and Video Processing ↗Yilun Du, Yinan Zhang, Hong-Xing Yu et al.217 citations
  77. OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration ↗Hao Xu, Shuaicheng Liu, Guangfu Wang et al.216 citations
  78. OpenGAN: Open-Set Recognition via Open Data Generation ↗Shu Kong, Deva Ramanan216 citations
  79. Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation ↗Zhuangwei Zhuang, Rong Li, Kui Jia et al.216 citations
  80. Co 2 L: Contrastive Continual Learning ↗Hyuntak Cha, Jaeho Lee, Jinwoo Shin215 citations
  81. Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation ↗Xin Hao, Sanyuan Zhao, Mang Ye et al.214 citations
  82. Learning to Track with Object Permanence ↗Pavel Tokmakov, Jie Li, Wolfram Burgard et al.214 citations
  83. Anticipative Video Transformer ↗Rohit Girdhar, Kristen Grauman211 citations
  84. VidTr: Video Transformer Without Convolutions ↗Yanyi Zhang, Xinyu Li, Chunhui Liu et al.211 citations
  85. Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction ↗Guanglei Yang, Hao Tang, Mingli Ding et al.210 citations
  86. Visual Alignment Constraint for Continuous Sign Language Recognition ↗Yuecong Min, Aiming Hao, Xiujuan Chai et al.210 citations
  87. ID-Reveal: Identity-aware DeepFake Video Detection ↗Davide Cozzolino, Andreas Rössler, Justus Thies et al.208 citations
  88. Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer ↗Zhihe Lu, Sen He, Xiatian Zhu et al.208 citations
  89. Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification ↗Ziyu Wei, Xi Yang, Nannan Wang et al.208 citations
  90. Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering ↗Bangbang Yang, Yinda Zhang, Yinghao Xu et al.207 citations
  91. Joint Audio-Visual Deepfake Detection ↗Yipin Zhou, Ser-Nam Lim206 citations
  92. On the Robustness of Vision Transformers to Adversarial Examples ↗Kaleel Mahmood, Rigel Mahmood, Marten van Dijk205 citations
  93. GRF: Learning a General Radiance Field for 3D Representation and Rendering ↗Alex Trevithick, Bo Yang202 citations
  94. LIRA: Learnable, Imperceptible and Robust Backdoor Attacks ↗Khoa D. Doan, Yingjie Lao, Weijie Zhao et al.201 citations
  95. PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering ↗Yurui Ren, Ge Li, Yuanqi Chen et al.201 citations
  96. SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes ↗Xu Chen, Yufeng Zheng, Michael J. Black et al.201 citations
  97. Adaptive Adversarial Network for Source-free Domain Adaptation ↗Haifeng Xia, Handong Zhao, Zhengming Ding200 citations
  98. Score-Based Point Cloud Denoising ↗Shitong Luo, Wei Hu198 citations
  99. DeepCAD: A Deep Generative Network for Computer-Aided Design Models ↗Rundi Wu, Chang Xiao, Changxi Zheng197 citations
  100. Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation ↗Yuanyi Zhong, Bodi Yuan, Hong Qi Wu et al.196 citations

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