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ICCV 2021: all accepted papers

1,615 papers · page 3 of 17 · the most cited first · ← ICCV 2021

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  1. ARCH++: Animation-Ready Clothed Human Reconstruction Revisited ↗Tong He, Yuanlu Xu, Shunsuke Saito et al.195 citations
  2. Space-Time-Separable Graph Convolutional Network for Pose Forecasting ↗Theodoros Sofianos, Alessio Sampieri, Luca Franco et al.195 citations
  3. AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network ↗Zizhuang Wei, Qingtian Zhu, Min Chen et al.194 citations
  4. Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams ↗Matthias De Lange, Tinne Tuytelaars194 citations
  5. Editing Conditional Radiance Fields ↗Steven Liu, Xiuming Zhang, Zhoutong Zhang et al.193 citations
  6. Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds ↗Siyuan Huang, Yichen Xie, Song Chun Zhu et al.193 citations
  7. Influence-Balanced Loss for Imbalanced Visual Classification ↗Seulki Park, Jongin Lim, Younghan Jeon et al.192 citations
  8. Modulated Graph Convolutional Network for 3D Human Pose Estimation ↗Zhiming Zou, Wei Tang192 citations
  9. Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection ↗Jinlei Hou, Yingying Zhang, Qiaoyong Zhong et al.191 citations
  10. Context-Sensitive Temporal Feature Learning for Gait Recognition ↗Xiaohu Huang, Duowang Zhu, Hao Wang et al.190 citations
  11. Relaxed Transformer Decoders for Direct Action Proposal Generation ↗Jing Tan, Jiaqi Tang, Limin Wang et al.189 citations
  12. Z-Score Normalization, Hubness, and Few-Shot Learning ↗Nanyi Fei, Yizhao Gao, Zhiwu Lu et al.189 citations
  13. A Unified Objective for Novel Class Discovery ↗Enrico Fini, Enver Sangineto, Stéphane Lathuilière et al.188 citations
  14. Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection ↗Ziteng Cui, Guo-Jun Qi, Lin Gu et al.188 citations
  15. ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation ↗Jinming Cao, Hanchao Leng, Dani Lischinski et al.188 citations
  16. Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data ↗Ning Yu, Vladislav Skripniuk, Sahar Abdelnabi et al.187 citations
  17. Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection ↗Jiageng Mao, Minzhe Niu, Haoyue Bai et al.187 citations
  18. Adaptive Graph Convolution for Point Cloud Analysis ↗Haoran Zhou, Yidan Feng, Mingsheng Fang et al.184 citations
  19. TF-Blender: Temporal Feature Blender for Video Object Detection ↗Yiming Cui, Liqi Yan, Zhiwen Cao et al.184 citations
  20. End-to-End Dense Video Captioning with Parallel Decoding ↗Teng Wang, Ruimao Zhang, Zhichao Lu et al.183 citations
  21. From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network ↗Yuxin Wang, Hongtao Xie, Shancheng Fang et al.183 citations
  22. Rethinking the Backdoor Attacks’ Triggers: A Frequency Perspective ↗Yi Zeng, Won Park, Zhuoqing Morley Mao et al.183 citations
  23. Self-Calibrating Neural Radiance Fields ↗Yoonwoo Jeong, Seokjun Ahn, Christopher Choy et al.183 citations
  24. Temporal-wise Attention Spiking Neural Networks for Event Streams Classification ↗Man Yao, Huanhuan Gao, Guangshe Zhao et al.183 citations
  25. XVFI: eXtreme Video Frame Interpolation ↗Hyeonjun Sim, Jihyong Oh, Munchurl Kim181 citations
  26. H2O: Two Hands Manipulating Objects for First Person Interaction Recognition ↗Taein Kwon, Bugra Tekin, Jan Stühmer et al.180 citations
  27. ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting ↗Xiaohan Ding, Tianxiang Hao, Jianchao Tan et al.177 citations
  28. Residual Attention: A Simple but Effective Method for Multi-Label Recognition ↗Ke Zhu, Jianxin Wu177 citations
  29. SS-IL: Separated Softmax for Incremental Learning ↗Hongjoon Ahn, Jihwan Kwak, Subin Lim et al.177 citations
  30. Fourier Space Losses for Efficient Perceptual Image Super-Resolution ↗Dario Fuoli, Luc Van Gool, Radu Timofte176 citations
  31. Naturalistic Physical Adversarial Patch for Object Detectors ↗Yu-Chih-Tuan Hu, Jun-Cheng Chen, Bo-Han Kung et al.176 citations
  32. Neural Articulated Radiance Field ↗Atsuhiro Noguchi, Xiao Na Sun, Stephen Ching-Feng Lin et al.176 citations
  33. Contrastive Learning for Label Efficient Semantic Segmentation ↗Xiangyun Zhao, Raviteja Vemulapalli, Philip Andrew Mansfield et al.175 citations
  34. Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation ↗Lian Xu, Wanli Ouyang, Mohammed Bennamoun et al.175 citations
  35. RFNet: Region-aware Fusion Network for Incomplete Multi-modal Brain Tumor Segmentation ↗Yuhang Ding, Xin Feng Yu, Yi Ping Yang175 citations
  36. CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification ↗Chaoyou Fu, Yibo Hu, Xiang Wu et al.174 citations
  37. Evidential Deep Learning for Open Set Action Recognition ↗Wentao Bao, Qi Yu, Yu Kong174 citations
  38. Pixel-Perfect Structure-from-Motion with Featuremetric Refinement ↗Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson et al.172 citations
  39. R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating ↗Zhongkai Zhou, Xinnan Fan, Pengfei Shi et al.171 citations
  40. GNeRF: GAN-based Neural Radiance Field without Posed Camera ↗Quan Meng, Anpei Chen, Haimin Luo et al.170 citations
  41. Hierarchical Aggregation for 3D Instance Segmentation ↗Shao‐Yu Chen, Jiemin Fang, Qian Zhang et al.170 citations
  42. Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ↗Ailing Zeng, Xiao Na Sun, Lei Yang et al.170 citations
  43. Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery ↗Zhuo Zheng, Ailong Ma, Liangpei Zhang et al.169 citations
  44. Learning to Resize Images for Computer Vision Tasks ↗Hossein Talebi, Peyman Milanfar169 citations
  45. Synthesis of Compositional Animations from Textual Descriptions ↗Anindita Ghosh, Noshaba Cheema, Cennet Oguz et al.169 citations
  46. Better Aggregation in Test-Time Augmentation ↗Divya Shanmugam, Davis W. Blalock, Guha Balakrishnan et al.166 citations
  47. HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval ↗Song Liu, Haoqi Fan, Shengsheng Qian et al.166 citations
  48. Hand-Object Contact Consistency Reasoning for Human Grasps Generation ↗Hanwen Jiang, Shaowei Liu, Jiashun Wang et al.165 citations
  49. SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation ↗Kai Chen, Qi Dou164 citations
  50. Structure-Preserving Deraining with Residue Channel Prior Guidance ↗Qiaosi Yi, Juncheng Li, Qinyan Dai et al.164 citations
  51. FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting ↗Rui Zhou Zhenzhen Liu, Hanming Deng, Yangyi Huang et al.162 citations
  52. Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ↗Ming Lin, Pichao Wang, Zhenhong Sun et al.161 citations
  53. CodeNeRF: Disentangled Neural Radiance Fields for Object Categories ↗Wonbong Jang, Lourdes Agapito160 citations
  54. Spatial-Temporal Transformer for Dynamic Scene Graph Generation ↗Yuren Cong, Wentong Liao, Hanno Ackermann et al.159 citations
  55. 3D Local Convolutional Neural Networks for Gait Recognition ↗Zhen Huang, Di-Xiu Xue, Xu Shen et al.158 citations
  56. DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency ↗Jiehong Lin, Zewei Wei, Zhihao Li et al.158 citations
  57. Probabilistic Modeling for Human Mesh Recovery ↗Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman et al.158 citations
  58. Geometry-based Distance Decomposition for Monocular 3D Object Detection ↗Xuepeng Shi, Qi Ye, Xiaozhi Chen et al.157 citations
  59. SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation ↗Yan Di, Fabian Manhardt, Gu Wang et al.157 citations
  60. SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation ↗Qiangeng Xu, Yin Zhou, Weiyue Wang et al.157 citations
  61. OVANet: One-vs-All Network for Universal Domain Adaptation ↗Kuniaki Saito, Kate Saenko156 citations
  62. Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ↗James Smith, Yen-Chang Hsu, Jonathan Balloch et al.155 citations
  63. Learning A Single Network for Scale-Arbitrary Super-Resolution ↗Longguang Wang, Yingqian Wang, Zaiping Lin et al.155 citations
  64. GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer ↗Shuai Cheng Li, Qianggang Cao, Lingbo Liu et al.153 citations
  65. Learning to Match Features with Seeded Graph Matching Network ↗Hongkai Chen, Zixin Luo, Jiahui Zhang et al.153 citations
  66. Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ↗Yachao Zhang, Yanyun Qu, Yuan Xie et al.153 citations
  67. Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID ↗Peixian Chen, Wenfeng Liu, Pingyang Dai et al.152 citations
  68. Complementary Patch for Weakly Supervised Semantic Segmentation ↗Fei Zhang, Chaochen Gu, Chenyue Zhang et al.151 citations
  69. IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ↗Yongxing Dai, Jun Liu, Yifan Sun et al.151 citations
  70. Video Self-Stitching Graph Network for Temporal Action Localization ↗Chen Zhao, Ali Thabet, Bernard Ghanem151 citations
  71. Learning Multi-Scene Absolute Pose Regression with Transformers ↗Yoli Shavit, Ron Ferens, Yosi Keller150 citations
  72. Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning ↗Sungyong Baik, Janghoon Choi, Heewon Kim et al.150 citations
  73. Self-Mutual Distillation Learning for Continuous Sign Language Recognition ↗Aiming Hao, Yuecong Min, Xilin Chen150 citations
  74. Mining Latent Classes for Few-shot Segmentation ↗Lihe Yang, Wei Zhuo, Lei Qi et al.149 citations
  75. The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video ↗John Gideon, Simon Stent149 citations
  76. 3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds ↗Lichen Zhao, Daigang Cai, Lu Sheng et al.148 citations
  77. DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network ↗Yeying Jin, Aashish Sharma, Robby T. Tan148 citations
  78. FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters ↗Yuwei Cheng, Jiannan Zhu, Mengxin Jiang et al.148 citations
  79. Reconstructing Hand-Object Interactions in the Wild ↗Zhe Cao, Ilija Radosavovic, Angjoo Kanazawa et al.148 citations
  80. Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ↗Hao Tang, Xingwei Liu, Shanlin Sun et al.148 citations
  81. DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features ↗Min Yang, Dongliang He, Miao Fan et al.147 citations
  82. High-Performance Discriminative Tracking with Transformers ↗Bin Yu, Ming Tang, Linyu Zheng et al.146 citations
  83. Towards Real-world X-ray Security Inspection: A High-Quality Benchmark And Lateral Inhibition Module For Prohibited Items Detection ↗Renshuai Tao, Yanlu Wei, Xiangjian Jiang et al.146 citations
  84. Group-aware Contrastive Regression for Action Quality Assessment ↗Xumin Yu, Yongming Rao, Wenliang Zhao et al.145 citations
  85. OadTR: Online Action Detection with Transformers ↗Xiang Wang, Shiwei Zhang, Zhiwu Qing et al.145 citations
  86. Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation ↗Ruifei He, Jihan Yang, Xiaojuan Qi145 citations
  87. Asymmetric Bilateral Motion Estimation for Video Frame Interpolation ↗Junheum Park, Chul Lee, Chang‐Su Kim144 citations
  88. EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo ↗Xinjun Ma, Yue Gong, Qirui Wang et al.144 citations
  89. Graspness Discovery in Clutters for Fast and Accurate Grasp Detection ↗Chenxi Wang, Hao-Shu Fang, Minghao Gou et al.144 citations
  90. Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks ↗Guangxing Han, Yicheng He, Shiyuan Huang et al.144 citations
  91. Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ↗Hyeokjun Kweon, Sung-Hoon Yoon, Hyeonseong Kim et al.144 citations
  92. A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation ↗Jianlong Yuan, Yifan Liu, Chunhua Shen et al.143 citations
  93. Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation ↗Robin Chan, Matthias Rottmann, Hanno Gottschalk143 citations
  94. MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis ↗Jiaxin Li, Zijian Feng, Qi She et al.143 citations
  95. Pyramid Point Cloud Transformer for Large-Scale Place Recognition ↗Le Hui, Hang Yang, Mingmei Cheng et al.143 citations
  96. Stochastic Scene-Aware Motion Prediction ↗Mohamed S. Hassan, Duygu Ceylan, Ruben Villegas et al.143 citations
  97. AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection ↗Zongdai Liu, Dingfu Zhou, Feixiang Lu et al.142 citations
  98. GraphFPN: Graph Feature Pyramid Network for Object Detection ↗Gangming Zhao, Weifeng Ge, Yizhou Yu141 citations
  99. Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image ↗Andrew Liu, Ameesh Makadia, Richard P. Tucker et al.141 citations
  100. Saliency-Associated Object Tracking ↗Zikun Zhou, Wenjie Pei, Xin Li et al.141 citations

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