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ICCV 2021: all accepted papers

1,615 papers · page 5 of 17 · the most cited first · ← ICCV 2021

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  1. ELF-VC: Efficient Learned Flexible-Rate Video Coding ↗Oren Rippel, Alexander G. Anderson, Kedar Tatwawadi et al.112 citations
  2. Location-aware Single Image Reflection Removal ↗Zheng Dong, Ke Xu, Yin Yang et al.112 citations
  3. MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions ↗Yixuan Li, Lei Chen, Runyu He et al.112 citations
  4. Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification ↗Yi Zheng, Shixiang Tang, Guolong Teng et al.112 citations
  5. TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment ↗Jianwei Yang, Yonatan Bisk, Jianfeng Gao112 citations
  6. Video-based Person Re-identification with Spatial and Temporal Memory Networks ↗Chanho Eom, Geon Lee, Junghyup Lee et al.112 citations
  7. Frequency Domain Image Translation: More Photo-realistic, Better Identity-preserving ↗Mu Cai, Hong Zhang, Huijuan Huang et al.111 citations
  8. Motion Deblurring with Real Events ↗Fang Xu, Lei Yu, Bishan Wang et al.111 citations
  9. Enhanced Boundary Learning for Glass-like Object Segmentation ↗Hao He, Xiangtai Li, Guangliang Cheng et al.110 citations
  10. Exploring Classification Equilibrium in Long-Tailed Object Detection ↗Chengjian Feng, Yujie Zhong, Weilin Huang110 citations
  11. Interpretable Image Recognition by Constructing Transparent Embedding Space ↗Jiaqi Wang, Huafeng Liu, Xinyue Wang et al.110 citations
  12. IntraTomo: Self-supervised Learning-based Tomography via Sinogram Synthesis and Prediction ↗Guangming Zang, Ramzi Idoughi, Rui Li et al.110 citations
  13. Modulated Periodic Activations for Generalizable Local Functional Representations ↗Ishit Mehta, Michaël Gharbi, Connelly Barnes et al.110 citations
  14. SOTR: Segmenting Objects with Transformers ↗Ruohao Guo, Dantong Niu, Liao Qu et al.110 citations
  15. Distilling Virtual Examples for Long-tailed Recognition ↗Yin-Yin He, Jianxin Wu, Xiu-Shen Wei108 citations
  16. Explaining in Style: Training a GAN to explain a classifier in StyleSpace ↗Oran Lang, Yossi Gandelsman, Michal Yarom et al.108 citations
  17. Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling ↗Jingyun Liang, Andreas Lugmayr, Kai Zhang et al.108 citations
  18. Spatial Uncertainty-Aware Semi-Supervised Crowd Counting ↗Yanda Meng, Hongrun Zhang, Yitian Zhao et al.108 citations
  19. Describing and Localizing Multiple Changes with Transformers ↗Yue Qiu, Shintaro Yamamoto, Kodai Nakashima et al.107 citations
  20. Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation ↗Jogendra Nath Kundu, Akshay Kulkarni, Amit Kumar Singh et al.106 citations
  21. LapsCore: Language-guided Person Search via Color Reasoning ↗Yushuang Wu, Zizheng Yan, Xiaoguang Han et al.106 citations
  22. Learning to drive from a world on rails ↗Dian Chen, Vladlen Koltun, Philipp Krähenbühl106 citations
  23. Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics ↗Seung‐Hwan Baek, Hayato Ikoma, Daniel S. Jeon et al.106 citations
  24. Adaptive Focus for Efficient Video Recognition ↗Yulin Wang, Zhaoxi Chen, Haojun Jiang et al.105 citations
  25. BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search ↗Changlin Li, Tao Tang, Guangrun Wang et al.105 citations
  26. Causal Attention for Unbiased Visual Recognition ↗Tan Wang, Chang Zhou, Qianru Sun et al.105 citations
  27. Learning Signed Distance Field for Multi-view Surface Reconstruction ↗Jingyang Zhang, Yao Yao, Long Quan105 citations
  28. Robust Small Object Detection on the Water Surface through Fusion of Camera and Millimeter Wave Radar ↗Yuwei Cheng, Hu Xu, Yimin Liu105 citations
  29. Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation ↗Feihu Zhang, Oliver J. Woodford, Victor Adrian Prisacariu et al.105 citations
  30. Towards Better Explanations of Class Activation Mapping ↗Hyungsik Jung, Youngrock Oh105 citations
  31. Binocular Mutual Learning for Improving Few-shot Classification ↗Ziqi Zhou, Xi Qiu, Jiangtao Xie et al.104 citations
  32. Conditional Diffusion for Interactive Segmentation ↗Xi Chen, Zhiyan Zhao, Feiwu Yu et al.104 citations
  33. Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ↗Rui Peng, Ronggang Wang, Yawen Lai et al.104 citations
  34. Unconstrained Scene Generation with Locally Conditioned Radiance Fields ↗Terrance DeVries, Miguel Ángel Bautista, Nitish Srivastava et al.104 citations
  35. A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection ↗Shelly Sheynin, Sagie Benaim, Lior Wolf103 citations
  36. Gait Recognition in the Wild: A Benchmark ↗103 citations
  37. Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts ↗Song Park, Sanghyuk Chun, Junbum Cha et al.103 citations
  38. SAT: 2D Semantics Assisted Training for 3D Visual Grounding ↗Zhengyuan Yang, Songyang Zhang, Liwei Wang et al.103 citations
  39. Pseudo-mask Matters in Weakly-supervised Semantic Segmentation ↗Yi Li, Zhanghui Kuang, Liyang Liu et al.102 citations
  40. CPF: Learning a Contact Potential Field to Model the Hand-Object Interaction ↗Lixin Yang, Xinyu Zhan, Kailin Li et al.101 citations
  41. Joint Inductive and Transductive Learning for Video Object Segmentation ↗Yunyao Mao, Ning Wang, Wengang Zhou et al.101 citations
  42. Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification ↗Zhuoning Yuan, Yan Yan, Milan Sonka A et al.101 citations
  43. Uncertainty-aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation ↗Yuxi Wang, Junran Peng, Zhaoxiang Zhang101 citations
  44. C2N: Practical Generative Noise Modeling for Real-World Denoising ↗Geonwoon Jang, Wooseok Lee, Sanghyun Son et al.100 citations
  45. CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds ↗Yijia Weng, He Wang, Qiang Zhou et al.100 citations
  46. Dynamic Attentive Graph Learning for Image Restoration ↗Chong Mou, Jian Zhang, Zhuoyuan Wu100 citations
  47. On Feature Decorrelation in Self-Supervised Learning ↗Tianyu Hua, Wenxiao Wang, Zihui Xue et al.100 citations
  48. Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation ↗Sanghun Jung, Jungsoo Lee, Daehoon Gwak et al.100 citations
  49. DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling ↗Akis Linardos, Matthias Kümmerer, Ori Press et al.99 citations
  50. Graph-based Asynchronous Event Processing for Rapid Object Recognition ↗Yijin Li, Han Qing Zhou, Bangbang Yang et al.99 citations
  51. MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection ↗Yongri Piao, Jian Wang, Miao Zhang et al.99 citations
  52. Semantic Concentration for Domain Adaptation ↗Shuang Li, Mixue Xie, Fangrui Lv et al.99 citations
  53. Deep Blind Video Super-resolution ↗Jinshan Pan, Haoran Bai, Jiangxin Dong et al.98 citations
  54. Learning of Visual Relations: The Devil is in the Tails ↗Alakh Desai, Tz-Ying Wu, Subarna Tripathi et al.98 citations
  55. Paint Transformer: Feed Forward Neural Painting with Stroke Prediction ↗Songhua Liu, Tianwei Lin, Dongliang He et al.98 citations
  56. Progressive Correspondence Pruning by Consensus Learning ↗Chen Zhao, Yixiao Ge, Feng Zhu et al.98 citations
  57. Self Supervision to Distillation for Long-Tailed Visual Recognition ↗Tianhao Li, Limin Wang, Gangshan Wu98 citations
  58. Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples ↗Mahmoud Assran, Mathilde Caron, Ishan Misra et al.98 citations
  59. CANet: A Context-Aware Network for Shadow Removal ↗Zipei Chen, Chengjiang Long, Ling Zhang et al.97 citations
  60. How to Train Neural Networks for Flare Removal ↗Yicheng Wu, Qiurui He, Tianfan Xue et al.97 citations
  61. Interacting Two-Hand 3D Pose and Shape Reconstruction from Single Color Image ↗Baowen Zhang, Yangang Wang, Xiaoming Deng et al.97 citations
  62. Mixture-based Feature Space Learning for Few-shot Image Classification ↗Arman Afrasiyabi, Jean‐François Lalonde, Christian Gagné97 citations
  63. Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts ↗Hong-Yu Zhou, Chixiang Lu, Sibei Yang et al.97 citations
  64. Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better ↗Bojia Zi, Shihao Zhao, Xingjun Ma et al.97 citations
  65. imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose ↗Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu97 citations
  66. Greedy Gradient Ensemble for Robust Visual Question Answering ↗Xinzhe Han, Shuhui Wang, Chi Su et al.96 citations
  67. Instance-level Image Retrieval using Reranking Transformers ↗Fuwen Tan, Jiangbo Yuan, Vicente Ordóñez96 citations
  68. Multi-View Radar Semantic Segmentation ↗Arthur Ouaknine, Alasdair Newson, Patrick Pérez et al.96 citations
  69. Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing ↗Garvita Tiwari, Nikolaos Sarafianos, Tony Tung et al.96 citations
  70. TransForensics: Image Forgery Localization with Dense Self-Attention ↗Jing Hao, Zhixin Zhang, Shicai Yang et al.96 citations
  71. Distributional Robustness Loss for Long-tail Learning ↗Dvir Samuel, Gal Chechik95 citations
  72. From General to Specific: Informative Scene Graph Generation via Balance Adjustment ↗Yuyu Guo, Lianli Gao, Xuanhan Wang et al.95 citations
  73. N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras ↗JunHo Kim, Jaehyeok Bae, Gangin Park et al.95 citations
  74. The Power of Points for Modeling Humans in Clothing ↗Qianli Ma, Jinlong Yang, Siyu Tang et al.95 citations
  75. Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation ↗Wei‐Yao Wang, Matt Feiszli, Heng Wang et al.95 citations
  76. Universal Representation Learning from Multiple Domains for Few-shot Classification ↗Weihong Li, Xialei Liu, Hakan Bilen95 citations
  77. Visual Transformers: Where Do Transformers Really Belong in Vision Models? ↗Bichen Wu, Chenfeng Xu, Xiaoliang Dai et al.95 citations
  78. Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation ↗Gwangbin Bae, Ignas Budvytis, Roberto Cipolla94 citations
  79. Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization ↗Linjiang Huang, Liang Wang, Hongsheng Li94 citations
  80. Representative Color Transform for Image Enhancement ↗Hanul Kim, Sumin Choi, Chang‐Su Kim et al.94 citations
  81. Crossover Learning for Fast Online Video Instance Segmentation ↗Shusheng Yang, Yuxin Fang, Xinggang Wang et al.93 citations
  82. DepthTrack: Unveiling the Power of RGBD Tracking ↗Song Yan, Jinyu Yang, Jani Käpylä et al.93 citations
  83. MicroNet: Improving Image Recognition with Extremely Low FLOPs ↗Yunsheng Li, Yinpeng Chen, Xiyang Dai et al.93 citations
  84. Unsupervised Depth Completion with Calibrated Backprojection Layers ↗Alex Wong, Stefano Soatto93 citations
  85. Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation ↗Ziniu Wan, Zhengjia Li, Maoqing Tian et al.92 citations
  86. GLiT: Neural Architecture Search for Global and Local Image Transformer ↗Boyu Chen, Peixia Li, Chuming Li et al.92 citations
  87. Knowledge-Enriched Distributional Model Inversion Attacks ↗Si Chen, Mostafa Kahla, Ruoxi Jia et al.92 citations
  88. Transformer-based Dual Relation Graph for Multi-label Image Recognition ↗Jiawei Zhao, Ke Yan, Yifan Zhao et al.92 citations
  89. 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ↗Yang Li, Hikari Takehara, Takafumi Taketomi et al.91 citations
  90. Elaborative Rehearsal for Zero-shot Action Recognition ↗Shizhe Chen, Dong Huang91 citations
  91. Learning Fast Sample Re-weighting Without Reward Data ↗Zizhao Zhang, Tomas Pfister91 citations
  92. Learning Motion Priors for 4D Human Body Capture in 3D Scenes ↗Siwei Zhang, Yan Zhang, Federica Bogo et al.91 citations
  93. Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation ↗Rawal Khirodkar, Visesh Chari, Amit Agrawal et al.91 citations
  94. OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild ↗Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi et al.91 citations
  95. Handwriting Transformers ↗Ankan Kumar Bhunia, Salman Hameed Khan, Hisham Cholakkal et al.90 citations
  96. Mining Contextual Information Beyond Image for Semantic Segmentation ↗Zhenchao Jin, Tao Gong, Dongdong Yu et al.90 citations
  97. Bifold and Semantic Reasoning for Pedestrian Behavior Prediction ↗Amir Rasouli, Mohsen Rohani, Jun Luo89 citations
  98. Broaden Your Views for Self-Supervised Video Learning ↗Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac et al.89 citations
  99. GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds ↗Zekun Hao, Arun Mallya, Serge Belongie et al.89 citations
  100. Learning to Know Where to See: A Visibility-Aware Approach for Occluded Person Re-identification ↗Jinrui Yang, Jiawei Zhang, Fufu Yu et al.89 citations

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