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ICCV 2021: all accepted papers

1,615 papers · page 4 of 17 · the most cited first · ← ICCV 2021

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  1. Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset with Mechatronic Alignment ↗Ruixing Wang, Xiaogang Xu, Chi‐Wing Fu et al.141 citations
  2. CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction ↗Yu Zeng, Zhe Lin, Huchuan Lu et al.140 citations
  3. Graph Contrastive Clustering ↗Huasong Zhong, Jianlong Wu, Chong Chen et al.140 citations
  4. Spatially-Adaptive Image Restoration using Distortion-Guided Networks ↗Kuldeep Purohit, Maitreya Suin, Ambasamudram Narayanan Rajagopalan et al.140 citations
  5. SynFace: Face Recognition with Synthetic Data ↗Haibo Qiu, Baosheng Yu, Dihong Gong et al.140 citations
  6. Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings ↗Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko et al.139 citations
  7. KoDF: A Large-scale Korean DeepFake Detection Dataset ↗Patrick Kwon, Jaeseong You, Gyuhyeon Nam et al.139 citations
  8. Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows ↗Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn et al.139 citations
  9. Semantics Disentangling for Generalized Zero-Shot Learning ↗Zhi Chen, Yadan Luo, Ruihong Qiu et al.139 citations
  10. Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection ↗Shi-Xue Zhang, Xiaobin Zhu, Chun Hung Yang et al.138 citations
  11. Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering ↗Jie Xu, Yazhou Ren, Huayi Tang et al.138 citations
  12. TeachText: CrossModal Generalized Distillation for Text-Video Retrieval ↗Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu et al.138 citations
  13. Towards Flexible Blind JPEG Artifacts Removal ↗Jiaxi Jiang, Kai Zhang, Radu Timofte138 citations
  14. Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ↗Aming Wu, Rui Liu, Yahong Han et al.138 citations
  15. ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot ↗Jiarui Cai, Yizhou Wang, Jenq–Neng Hwang137 citations
  16. Airbert: In-domain Pretraining for Vision-and-Language Navigation ↗Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen et al.137 citations
  17. Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation ↗Yukun Su, Ruizhou Sun, Guosheng Lin et al.137 citations
  18. CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations ↗Mohammadreza Zolfaghari, Yi Zhu, Peter Gehler et al.137 citations
  19. Densely Guided Knowledge Distillation using Multiple Teacher Assistants ↗Wonchul Son, Jaemin Na, Junyong Choi et al.137 citations
  20. FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning ↗Chenxu Zhang, Yifan Zhao, Yifei Huang et al.137 citations
  21. Scalable Vision Transformers with Hierarchical Pooling ↗Zizheng Pan, Bohan Zhuang, Jing Liu et al.137 citations
  22. Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation ↗Li Jiang, Shaoshuai Shi, Zhuotao Tian et al.136 citations
  23. RECALL: Replay-based Continual Learning in Semantic Segmentation ↗Andrea Maracani, Umberto Michieli, Marco Toldo et al.136 citations
  24. HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration ↗Fan Lü, Guang Chen, Yinlong Liu et al.135 citations
  25. LayoutTransformer: Layout Generation and Completion with Self-attention ↗Kamal Gupta, Justin Lazarow, Alessandro Achille et al.135 citations
  26. Learning Meta-class Memory for Few-Shot Semantic Segmentation ↗Zhonghua Wu, Xiangxi Shi, Guosheng Lin et al.135 citations
  27. SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition ↗Hezhen Hu, Weichao Zhao, Wengang Zhou et al.135 citations
  28. Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation ↗Qin Wang, Dengxin Dai, Lukas Hoyer et al.134 citations
  29. Enriching Local and Global Contexts for Temporal Action Localization ↗Zixin Zhu, Wei Tang, Le Wang et al.134 citations
  30. SPEC: Seeing People in the Wild with an Estimated Camera ↗Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch et al.134 citations
  31. Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform ↗Myungseo Song, Jin‐Young Choi, Bohyung Han134 citations
  32. Region-aware Contrastive Learning for Semantic Segmentation ↗Hanzhe Hu, Jinshi Cui, Liwei Wang133 citations
  33. Weakly Supervised Contrastive Learning ↗Mingkai Zheng, Fei Wang, Shan You et al.133 citations
  34. MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction ↗Patrick Dendorfer, Sven Elflein, Laura Leal-Taixé132 citations
  35. Event-based Video Reconstruction Using Transformer ↗Wenming Weng, Yueyi Zhang, Zhiwei Xiong131 citations
  36. Full-Duplex Strategy for Video Object Segmentation ↗Ge-Peng Ji, Keren Fu, Zhe Wu et al.131 citations
  37. RGB-D Saliency Detection via Cascaded Mutual Information Minimization ↗Jing Zhang, Deng-Ping Fan, Yuchao Dai et al.131 citations
  38. Self-supervised Video Object Segmentation by Motion Grouping ↗Charig Yang, Hala Lamdouar, Erika Lu et al.131 citations
  39. Spatially Conditioned Graphs for Detecting Human–Object Interactions ↗Frederic Z. Zhang, Dylan Campbell, Stephen Gould131 citations
  40. Where2Act: From Pixels to Actions for Articulated 3D Objects ↗Kaichun Mo, Leonidas J. Guibas, Mustafa Mukadam et al.131 citations
  41. Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation ↗Li Liu, Qingle Huang, Sihao Lin et al.130 citations
  42. Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders ↗Jing Li, Di Kang, Wenjie Pei et al.129 citations
  43. Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation ↗Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo129 citations
  44. Clothing Status Awareness for Long-Term Person Re-Identification ↗Yan Huang, Qiang Wu, Jingsong Xu et al.128 citations
  45. Efficient Visual Pretraining with Contrastive Detection ↗Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac et al.128 citations
  46. Episodic Transformer for Vision-and-Language Navigation ↗Alexander Pashevich, Cordelia Schmid, Chen Sun128 citations
  47. Active Learning for Deep Object Detection via Probabilistic Modeling ↗Jiwoong Choi, Ismail Elezi, Hyuk‐Jae Lee et al.127 citations
  48. AdvDrop: Adversarial Attack to DNNs by Dropping Information ↗Ranjie Duan, Yuefeng Chen, Dantong Niu et al.127 citations
  49. Ensemble Attention Distillation for Privacy-Preserving Federated Learning ↗Xuan Gong, Abhishek Sharma, Srikrishna Karanam et al.127 citations
  50. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation ↗Yuhang Zang, Chen Huang, Chen Change Loy127 citations
  51. One-pass Multi-view Clustering for Large-scale Data ↗Jiyuan Liu, Xinwang Liu, Yuexiang Yang et al.127 citations
  52. DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis ↗Shulan Ruan, Yong Zhang, Kun Zhang et al.126 citations
  53. GAN-Control: Explicitly Controllable GANs ↗Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky et al.126 citations
  54. Object Tracking by Jointly Exploiting Frame and Event Domain ↗Jiqing Zhang, Xin She Yang, Ying‐Kai Fu et al.126 citations
  55. Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark ↗Boying Wang, Libo Zhang, Longyin Wen et al.126 citations
  56. ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps ↗Kunyang Sun, Haoqing Shi, Zhengming J. Zhang et al.125 citations
  57. PnP-DETR: Towards Efficient Visual Analysis with Transformers ↗Tao Wang, Li Yuan, Yunpeng Chen et al.125 citations
  58. Fast Video Moment Retrieval ↗Junyu Gao, Changsheng Xu124 citations
  59. Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks ↗Zhihao Liang, Zhihao Li, Songcen Xu et al.124 citations
  60. MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? ↗Matteo Fabbri, Guillem Brasó, Gianluca Maugeri et al.124 citations
  61. Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions ↗Hyeongseok Son, Junyong Lee, Sunghyun Cho et al.123 citations
  62. Spatio-Temporal Dynamic Inference Network for Group Activity Recognition ↗Hangjie Yuan, Dong Ni, Mang Wang122 citations
  63. StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition ↗WU Xiao-lei, Zhihao Hu, Lu Sheng et al.122 citations
  64. Vision Transformer with Progressive Sampling ↗Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang et al.122 citations
  65. Hierarchical Memory Matching Network for Video Object Segmentation ↗Hongje Seong, Seoung Wug Oh, Joon‐Young Lee et al.121 citations
  66. LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving ↗Alexander Cui, Sergio Casas, Abbas Sadat et al.121 citations
  67. Learnable Boundary Guided Adversarial Training ↗Jiequan Cui, Shu Liu, Liwei Wang et al.120 citations
  68. Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution ↗Jingyun Liang, Guolei Sun, Kai Zhang et al.120 citations
  69. Towards Vivid and Diverse Image Colorization with Generative Color Prior ↗Yanze Wu, Xintao Wang, Yu Li et al.120 citations
  70. Universal-Prototype Enhancing for Few-Shot Object Detection ↗Aming Wu, Yahong Han, Linchao Zhu et al.120 citations
  71. Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds ↗Chaoda Zheng, Xu Yan, Jiantao Gao et al.119 citations
  72. WaveFill: A Wavelet-based Generation Network for Image Inpainting ↗Yingchen Yu, Fangneng Zhan, Shijian Lu et al.119 citations
  73. Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ↗Guangyao Chen, Peixi Peng, Li Ma et al.118 citations
  74. Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ↗Miao Zhang, Jie Liu, Yifei Wang et al.118 citations
  75. Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging ↗Ziyi Meng, Zhenming Yu, Kun Xu et al.118 citations
  76. Towards Face Encryption by Generating Adversarial Identity Masks ↗Xiao Hui Yang, Yinpeng Dong, Tianyu Pang et al.118 citations
  77. Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ↗Joel Ye, Dhruv Batra, Abhishek Das et al.117 citations
  78. HeadGAN: One-shot Neural Head Synthesis and Editing ↗Michail Christos Doukas, Stefanos P. Zafeiriou, Viktoriia Sharmanska117 citations
  79. TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ↗Yiyi Zhou, Tianhe Ren, Chaoyang Zhu et al.117 citations
  80. STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement ↗Zhaoyang Zhang, Yitong Jiang, Jun Jiang et al.116 citations
  81. Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution ↗Salma Abdel Magid, Yulun Zhang, Donglai Wei et al.115 citations
  82. InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring ↗Zhihao Yuan, Xu Yan, Yinghong Liao et al.115 citations
  83. Social NCE: Contrastive Learning of Socially-aware Motion Representations ↗Yuejiang Liu, Qi Yan, Alexandre Alahi115 citations
  84. Talk-to-Edit: Fine-Grained Facial Editing via Dialog ↗Yuming Jiang, Ziqi Huang, Xingang Pan et al.115 citations
  85. Understanding and Mitigating Annotation Bias in Facial Expression Recognition ↗Yunliang Chen, Jungseock Joo115 citations
  86. Deep Hough Voting for Robust Global Registration ↗Jun-Ha Lee, Seungwook Kim, Minsu Cho et al.114 citations
  87. Exploring Simple 3D Multi-Object Tracking for Autonomous Driving ↗Chenxu Luo, Xiaodong Yang, Alan Yuille114 citations
  88. LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector ↗Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang et al.114 citations
  89. Learning from Noisy Data with Robust Representation Learning ↗Junnan Li, Caiming Xiong, Steven C. H. Hoi114 citations
  90. Online Knowledge Distillation for Efficient Pose Estimation ↗Zheng Li, Jingwen Ye, Mingli Song et al.114 citations
  91. Pyramid Spatial-Temporal Aggregation for Video-based Person Re-Identification ↗Yingquan Wang, Pingping Zhang, Shang Gao et al.114 citations
  92. Rethinking the Truly Unsupervised Image-to-Image Translation ↗Kyungjune Baek, Yunjey Choi, Youngjung Uh et al.114 citations
  93. SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ↗Viraj Prabhu, Shivam Khare, Deeksha Kartik et al.114 citations
  94. Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ↗Siyuan Yang, Jun Liu, Shijian Lu et al.114 citations
  95. Structured Bird’s-Eye-View Traffic Scene Understanding from Onboard Images ↗Yiğit Baran Can, Alexander Liniger, Danda Pani Paudel et al.114 citations
  96. DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer ↗Wenju Xu, Chengjiang Long, Ruisheng Wang et al.113 citations
  97. Multi-view 3D Reconstruction with Transformers ↗Dan Wang, Xinrui Cui, Xun Chen et al.113 citations
  98. Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement ↗Chuanjun Zheng, Daming Shi, Wentian Shi112 citations
  99. DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras ↗Yang Zheng, Ruizhi Shao, Yuxiang Zhang et al.112 citations
  100. DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision ↗Shiyi Lan, Zhiding Yu, Christopher Choy et al.112 citations

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