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ICCV 2021: all accepted papers

1,615 papers · page 10 of 17 · the most cited first · ← ICCV 2021

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  1. Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration ↗Haobo Jiang, Yaqi Shen, Jin Xie et al.43 citations
  2. Self-Regulation for Semantic Segmentation ↗Dong liang Zhang, Hanwang Zhang, Jinhui Tang et al.43 citations
  3. Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation ↗Victor Besnier, Andrei Bursuc, David Picard et al.43 citations
  4. Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries ↗Qi Dong, Zhuowen Tu A, Haofu Liao et al.43 citations
  5. Detecting Invisible People ↗Tarasha Khurana, Achal Dave, Deva Ramanan42 citations
  6. Dynamic Network Quantization for Efficient Video Inference ↗Ximeng Sun, Rameswar Panda, Chun-Fu Richard Chen et al.42 citations
  7. Exploiting Scene Graphs for Human-Object Interaction Detection ↗Tao He, Lianli Gao, Jingkuan Song et al.42 citations
  8. HAA500: Human-Centric Atomic Action Dataset with Curated Videos ↗Jihoon Chung, Cheng-hsin Wuu, Hsuan-ru Yang et al.42 citations
  9. ISD: Self-Supervised Learning by Iterative Similarity Distillation ↗Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai et al.42 citations
  10. Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition ↗Heeseung Kwon, Manjin Kim, Suha Kwak et al.42 citations
  11. Multi-Class Cell Detection Using Spatial Context Representation ↗Shahira Abousamra, David Belinsky, John Van Arnam et al.42 citations
  12. Re-Aging GAN: Toward Personalized Face Age Transformation ↗Farkhod Makhmudkhujaev, Sungeun Hong, In Kyu Park42 citations
  13. Reconcile Prediction Consistency for Balanced Object Detection ↗Keyang Wang, Lei Zhang42 citations
  14. Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels ↗Jiannan Guo, Haochen Shi, Yangyang Kang et al.42 citations
  15. SurfaceNet: Adversarial SVBRDF Estimation from a Single Image ↗Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato42 citations
  16. Towards Interpretable Deep Metric Learning with Structural Matching ↗Wenliang Zhao, Yongming Rao, Ziyi Wang et al.42 citations
  17. A Style and Semantic Memory Mechanism for Domain Generalization ↗Yang Chen, Yu Wang, Yingwei Pan et al.41 citations
  18. Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval ↗Frederik Warburg, Martin Jørgensen, Javier Civera et al.41 citations
  19. Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision ↗Ning-Hsu Wang, Ren Wang, Yu-Lun Liu et al.41 citations
  20. Continual Learning on Noisy Data Streams via Self-Purified Replay ↗Chris Dongjoo Kim, Jinseo Jeong, Sangwoo Moon et al.41 citations
  21. Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation ↗Lin Wang, Yujeong Chae, Kuk‐Jin Yoon41 citations
  22. ELSD: Efficient Line Segment Detector and Descriptor ↗Haotian Zhang, Yicheng Luo, Fangbo Qin et al.41 citations
  23. EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers ↗Manuel Kaufmann, Yi Zhao, Chengcheng Tang et al.41 citations
  24. Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds ↗Mohammad Mostafavi, Kuk‐Jin Yoon, Jonghyun Choi41 citations
  25. Generative Adversarial Registration for Improved Conditional Deformable Templates ↗Neel Dey, Mengwei Ren, Adrian Vasile Dalca et al.41 citations
  26. Meta Pairwise Relationship Distillation for Unsupervised Person Re-identification ↗Haoxuanye Ji, Le Wang, Sanping Zhou et al.41 citations
  27. Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency ↗Xueping Wang, Shasha Li, Min Liu et al.41 citations
  28. Multiresolution Deep Implicit Functions for 3D Shape Representation ↗Zhang Chen, Yinda Zhang, Kyle Genova et al.41 citations
  29. Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection ↗Siyuan Liang, Baoyuan Wu, Yanbo Fan et al.41 citations
  30. Pyramid Architecture Search for Real-Time Image Deblurring ↗Xiaobin Hu, Wenqi Ren, Kaicheng Yu et al.41 citations
  31. Self-Supervised Video Representation Learning with Meta-Contrastive Network ↗Yuanze Lin, Xun Guo, Yan Lu41 citations
  32. Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ↗Ming-Xian Lin, Jie Yang, He Wang et al.41 citations
  33. The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation ↗Xiaoming Zhao, Harsh Agrawal, Dhruv Batra et al.41 citations
  34. Transductive Few-Shot Classification on the Oblique Manifold ↗Guodong Qi, Huimin Yu, Zhaohui Lu et al.41 citations
  35. Auto Graph Encoder-Decoder for Neural Network Pruning ↗Sixing Yu, Arya Mazaheri, Ali Jannesari40 citations
  36. CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing ↗Daxuan Ren, Jianmin Zheng, Jianfei Cai et al.40 citations
  37. Contextually Plausible and Diverse 3D Human Motion Prediction ↗Sadegh Aliakbarian, Fatemeh Sadat Saleh, Lars Petersson et al.40 citations
  38. Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning ↗Chi Zhang, Henghui Ding, Guosheng Lin et al.40 citations
  39. SOMA: Solving Optical Marker-Based MoCap Automatically ↗Nima Ghorbani, Michael J. Black40 citations
  40. SUNet: Symmetric Undistortion Network for Rolling Shutter Correction ↗Bin Fan, Yuchao Dai, Mingyi He40 citations
  41. Semantic Diversity Learning for Zero-Shot Multi-label Classification ↗Avi Ben-Cohen, Nadav Zamir, Emanuel Ben-Baruch et al.40 citations
  42. Unified Graph Structured Models for Video Understanding ↗Anurag Arnab, Chen Sun, Cordelia Schmid40 citations
  43. When do GANs replicate? On the choice of dataset size ↗Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz et al.40 citations
  44. ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity ↗Dan Ruta, Saeid Motiian, Baldo Faieta et al.39 citations
  45. Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging ↗Zhuoyuan Wt, Jian Zhangt, Chong Mou39 citations
  46. Differentiable Surface Rendering via Non-Differentiable Sampling ↗Forrester Cole, Kyle Genova, Avneesh Sud et al.39 citations
  47. Divide and Conquer for Single-frame Temporal Action Localization ↗Chen Ju, Peisen Zhao, Siheng Chen et al.39 citations
  48. End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation ↗Byeong-Ju Han, Kuhyeun Ko, Jae-Young Sim39 citations
  49. Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video ↗Bin Fan, Yuchao Dai39 citations
  50. Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data ↗Dominik Rivoir, Micha Pfeiffer, Reuben Docea et al.39 citations
  51. MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans ↗Sinisa Stekovic, Mahdi Rad, Friedrich Fraundorfer et al.39 citations
  52. Move2Hear: Active Audio-Visual Source Separation ↗Sagnik Majumder, Ziad Al-Halah, Kristen Grauman39 citations
  53. Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching ↗Jian Gao, Jin Liu, Shunping Ji39 citations
  54. Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ↗Yucheng Zhao, Guangting Wang, Chong Luo et al.39 citations
  55. Self-supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ↗Yuan Rao, Jiangqun Ni39 citations
  56. Unsupervised Layered Image Decomposition into Object Prototypes ↗Tom Monnier, Elliot Vincent, Jean Ponce et al.39 citations
  57. WB-DETR: Transformer-Based Detector without Backbone ↗Fanfan Liu, Haoran Wei, Wenzhe Zhao et al.39 citations
  58. Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ↗Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi et al.38 citations
  59. Auto-Parsing Network for Image Captioning and Visual Question Answering ↗Xu Yang, Chongyang Gao, Hanwang Zhang et al.38 citations
  60. CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds ↗Eric-Tuan Lê, Minhyuk Sung, Duygu Ceylan et al.38 citations
  61. Homogeneous Architecture Augmentation for Neural Predictor ↗Yuqiao Liu, Yehui Tang, Yanan Sun38 citations
  62. Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks ↗Yongcheng Jing, Yiding Yang, Xinchao Wang et al.38 citations
  63. Multi-scale Matching Networks for Semantic Correspondence ↗Dongyang Zhao, Ziyang Song, Zhenghao Ji et al.38 citations
  64. Planar Surface Reconstruction from Sparse Views ↗Linyi Jin, Shengyi Qian, Andrew Owens et al.38 citations
  65. RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ↗Jiachen Li, Fan Yang, Hengbo Ma et al.38 citations
  66. ReconfigISP: Reconfigurable Camera Image Processing Pipeline ↗Ke Yu, Zexian Li, Yue Peng et al.38 citations
  67. Training Weakly Supervised Video Frame Interpolation with Events ↗Zhiyang Yu, Yu Zhang, Deyuan Liu et al.38 citations
  68. Viewpoint Invariant Dense Matching for Visual Geolocalization ↗Gabriele Berton, Carlo Masone, Valerio Paolicelli et al.38 citations
  69. Diverse Image Style Transfer via Invertible Cross-Space Mapping ↗Haibo Chen, Lei Zhao, Huiming Zhang et al.37 citations
  70. Geometric Unsupervised Domain Adaptation for Semantic Segmentation ↗Vitor Guizilini, Jie Li, Rareş Ambruş et al.37 citations
  71. Information-theoretic regularization for Multi-source Domain Adaptation ↗Geon Yeong Park, Sang Wan Lee37 citations
  72. MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving ↗Kai Chen, Lanqing Hong, Hang Xu et al.37 citations
  73. Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data ↗Zhipeng Cai, Ozan Şener, Vladlen Koltun37 citations
  74. Scene Synthesis via Uncertainty-Driven Attribute Synchronization ↗Haitao Yang, Zaiwei Zhang, Siming Yan et al.37 citations
  75. Task Switching Network for Multi-task Learning ↗Guolei Sun, Thomas Probst, Danda Pani Paudel et al.37 citations
  76. Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation ↗Nianyi Li, Simron Thapa, Cameron Whyte et al.37 citations
  77. YouRefIt: Embodied Reference Understanding with Language and Gesture ↗Yixin Chen, Qing Li, Deqian Kong et al.37 citations
  78. Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ↗Xiaohan Yu, Yang Sheng Zhao, Yongsheng Gao et al.36 citations
  79. BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation ↗Thanh-Dat Truong, Chi Nhan Duong, Ngan Le et al.36 citations
  80. Detecting Human-Object Relationships in Videos ↗Jingwei Ji, Rishi Desai, Juan Carlos Niebles36 citations
  81. Direct Differentiable Augmentation Search ↗Aoming Liu, Zehao Huang, Zhiwu Huang et al.36 citations
  82. End-to-end Piece-wise Unwarping of Document Images ↗Sagnik Das, Kunwar Yashraj Singh, Jon Wu et al.36 citations
  83. Evolving Search Space for Neural Architecture Search ↗Yuanzheng Ci, Chen Lin, Ming Sun et al.36 citations
  84. G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation ↗Lewei Yao, Renjie Pi, Hang Xu et al.36 citations
  85. GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization ↗Yi Guo, Huan Yuan, Jianchao Tan et al.36 citations
  86. Internal Video Inpainting by Implicit Long-range Propagation ↗Hao Ouyang, Tengfei Wang, Qifeng Chen36 citations
  87. MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection ↗Cheng Zhang, Tai-Yu Pan, Yandong Li et al.36 citations
  88. Neural Video Portrait Relighting in Real-time via Consistency Modeling ↗Longwen Zhang, Qixuan Zhang, Minye Wu et al.36 citations
  89. Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation ↗Jiaming Liu, Ming Lu, Kaixin Chen et al.36 citations
  90. Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization ↗Xiuli Bi, Zhipeng Zhang, Bin Xiao36 citations
  91. Revealing the Reciprocal Relations between Self-Supervised Stereo and Monocular Depth Estimation ↗Zhi Chen, Xiaoqing Ye, Wei Yang et al.36 citations
  92. The Right to Talk: An Audio-Visual Transformer Approach ↗Thanh-Dat Truong, Chi Nhan Duong, The De Vu et al.36 citations
  93. Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning ↗Zhuoran Zheng, Wenqi Ren, Xiaochun Cao et al.36 citations
  94. Adversarial Attacks are Reversible with Natural Supervision ↗Chengzhi Mao, Mia Chiquier, Hao Wang et al.35 citations
  95. Adversarial Robustness for Unsupervised Domain Adaptation ↗Muhammad Awais, Fengwei Zhou, Hang Xu et al.35 citations
  96. Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations ↗Zike Yan, Yuxin Tian, Xuesong Shi et al.35 citations
  97. Cross-Encoder for Unsupervised Gaze Representation Learning ↗Yunjia Sun, Jiabei Zeng, Shiguang Shan et al.35 citations
  98. Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects ↗Eungyeup Kim, Sanghyeon Lee, Jeong-Hoon Park et al.35 citations
  99. Distilling Global and Local Logits with Densely Connected Relations ↗Youmin Kim, Jin‐Bae Park, YounHo Jang et al.35 citations
  100. Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization ↗Rui Qian, Yuxi Li, Huabin Liu et al.35 citations

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