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ICCV 2021: all accepted papers

1,615 papers · page 8 of 17 · the most cited first · ← ICCV 2021

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  1. VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection ↗Yujun Zhang, Lei Zhu, Wei Feng et al.62 citations
  2. Conditional Variational Capsule Network for Open Set Recognition ↗Yunrui Guo, Guglielmo Camporese, Wenjing Yang et al.61 citations
  3. Generic Event Boundary Detection: A Benchmark for Event Segmentation ↗Mike Zheng Shou, Stan Weixian Lei, Wei‐Yao Wang et al.61 citations
  4. Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation ↗Zhiqiang Gao, Shufei Zhang, Kaizhu Huang et al.61 citations
  5. Motion Prediction using Trajectory Cues ↗Zhenguang Liu, Pengxiang Su, Shuang Wu et al.61 citations
  6. Pri3D: Can 3D Priors Help 2D Representation Learning? ↗Ji Hou, Saining Xie, Benjamin Graham et al.61 citations
  7. StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation ↗Boying Li, Yuan Huang, Zeyu Liu et al.61 citations
  8. The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse Attention ↗Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan61 citations
  9. Transporting Causal Mechanisms for Unsupervised Domain Adaptation ↗Zhongqi Yue, Qianru Sun, Xian‐Sheng Hua et al.61 citations
  10. Watch Only Once: An End-to-End Video Action Detection Framework ↗Shoufa Chen, Peize Sun, Enze Xie et al.61 citations
  11. DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation ↗Wentao Bao, Qi Yu, Yu Kong60 citations
  12. DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation ↗Hugo Bertiche, Meysam Madadi, Emilio Tylson et al.60 citations
  13. Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection ↗Chaoqi Chen, Jiongcheng Li, Zebiao Zheng et al.60 citations
  14. GAN Inversion for Out-of-Range Images with Geometric Transformations ↗Kyoungkook Kang, Seong‐Tae Kim, Sunghyun Cho60 citations
  15. Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data ↗Xuhui Jia, Kai Han, Yukun Zhu et al.60 citations
  16. Parsing Table Structures in the Wild ↗Rujiao Long, Wen Wang, Nan Xue et al.60 citations
  17. STVGBert: A Visual-linguistic Transformer based Framework for Spatio-temporal Video Grounding ↗Rui Su, Qian Yu, Dong Xu60 citations
  18. VENet: Voting Enhancement Network for 3D Object Detection ↗Qian Xie, Yu‐Kun Lai, Jing Wu et al.60 citations
  19. AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ↗Rameswar Panda, Chun-Fu Richard Chen, Quanfu Fan et al.59 citations
  20. CryoDRGN2: Ab initio neural reconstruction of 3D protein structures from real cryo-EM images ↗Ellen D. Zhong, Adam K. Lerer, Joseph H. Davis et al.59 citations
  21. Deep Reparametrization of Multi-Frame Super-Resolution and Denoising ↗Goutam Bhat, Martin Danelljan, Fisher Yu et al.59 citations
  22. EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream ↗Viktor Rudnev, Vladislav Golyanik, Jiayi Wang et al.59 citations
  23. Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection ↗Hanxue Liang, Chenhan Jiang, Dapeng Feng et al.59 citations
  24. HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset ↗Guanying Chen, Chaofeng Chen, Shi Zeng Guo et al.59 citations
  25. HPNet: Deep Primitive Segmentation Using Hybrid Representations ↗Siming Yan, Zhenpei Yang, Chongyang Ma et al.59 citations
  26. LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation ↗Ruizhi Shao, Gaochang Wu, Yuemei Zhou et al.59 citations
  27. Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ↗Lei Zhu, Ke Xu, Zhanghan Ke et al.59 citations
  28. Pathdreamer: A World Model for Indoor Navigation ↗Jing Yu Koh, Honglak Lee, Yinfei Yang et al.59 citations
  29. Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition ↗Xueting Zhang, Debin Meng, Henry Gouk et al.59 citations
  30. THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers ↗Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Băzăvan et al.59 citations
  31. Temporal Cue Guided Video Highlight Detection with Low-Rank Audio-Visual Fusion ↗Qinghao Ye, Xiyue Shen, Yuan Gao et al.59 citations
  32. Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ↗Wei Wang, Haochen Zhang, Zehuan Yuan et al.59 citations
  33. AINet: Association Implantation for Superpixel Segmentation ↗Yaxiong Wang, Yunchao Wei, Xueming Qian et al.58 citations
  34. Adversarial Example Detection Using Latent Neighborhood Graph ↗Ahmed Abusnaina, Yuhang Wu, Sunpreet S. Arora et al.58 citations
  35. Learning to Regress Bodies from Images using Differentiable Semantic Rendering ↗Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas et al.58 citations
  36. MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning ↗Sonia Baee, Erfan Pakdamanian, Inki Kim et al.58 citations
  37. NGC: A Unified Framework for Learning with Open-World Noisy Data ↗Zhi-Fan Wu, Wei Tong, Jianwen Jiang et al.58 citations
  38. On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation ↗Eric Brachmann, Martin Humenberger, Carsten Rother et al.58 citations
  39. Towards A Universal Model for Cross-Dataset Crowd Counting ↗Zhiheng Ma, Xiaopeng Hong, Xing Wei et al.58 citations
  40. Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search ↗Zheng Zhan, Yifan Gong, Pu Zhao et al.57 citations
  41. Dance with Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos ↗Didik Purwanto, Yie‐Tarng Chen, Wen‐Hsien Fang57 citations
  42. ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ↗Kai Li, Chang Liu, Handong Zhao et al.57 citations
  43. EventHPE: Event-based 3D Human Pose and Shape Estimation ↗Shihao Zou, Chuan Guo, Xinxin Zuo et al.57 citations
  44. Learning to Track Objects from Unlabeled Videos ↗Jilai Zheng, Chao Ma, Houwen Peng et al.57 citations
  45. Stacked Homography Transformations for Multi-View Pedestrian Detection ↗Liangchen Song, Jialian Wu, Ming Yang et al.57 citations
  46. AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds ↗Runsong Zhu, Yuan Liu, Zhen Dong et al.56 citations
  47. Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition ↗Guohao Peng, Jun Zhang, Heshan Li et al.56 citations
  48. CanvasVAE: Learning to Generate Vector Graphic Documents ↗Kota Yamaguchi56 citations
  49. Clustering by Maximizing Mutual Information Across Views ↗Kien Do, Truyen Tran, Svetha Venkatesh56 citations
  50. Cross-category Video Highlight Detection via Set-based Learning ↗Minghao Xu, Hang Wang, Bingbing Ni et al.56 citations
  51. Estimating Egocentric 3D Human Pose in Global Space ↗Jian Wang, Lingjie Liu, Weipeng Xu et al.56 citations
  52. Hyperspectral Image Denoising with Realistic Data ↗Tao Zhang, Ying Fu, Cheng Li56 citations
  53. Learning Privacy-preserving Optics for Human Pose Estimation ↗Carlos A. Hinojosa, Juan Carlos Niebles, Henry Argüello56 citations
  54. Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance ↗Nian Liu, Wangbo Zhao, Dingwen Zhang et al.56 citations
  55. Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras ↗Yuxiang Zhang, Zhe Li, Liang An et al.56 citations
  56. Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives ↗Ben Saunders, Necati Cihan Camgöz, Richard Bowden56 citations
  57. PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks ↗Fotios Logothetis, Ignas Budvytis, Roberto Mecca et al.56 citations
  58. SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition ↗Liangzhi Li, Bowen Wang, Manisha Verma et al.56 citations
  59. The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation ↗Guillem Brasó, Nikita Kister, Laura Leal-Taixé56 citations
  60. Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization ↗Weihan Chen, Peisong Wang, Jian Cheng56 citations
  61. Unpaired Learning for Deep Image Deraining with Rain Direction Regularizer ↗Yang Liu, Ziyu Yue, Jinshan Pan et al.56 citations
  62. ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors ↗Ayush Chopra, Rishabh Jain, Mayur Hemani et al.56 citations
  63. BiaSwap: Removing Dataset Bias with Bias-Tailored Swapping Augmentation ↗Eungyeup Kim, Jihyeon Lee, Jaegul Choo55 citations
  64. Deep Transport Network for Unsupervised Video Object Segmentation ↗Kaihua Zhang, Zicheng Zhao, Dong Liu et al.55 citations
  65. Divide and Contrast: Self-supervised Learning from Uncurated Data ↗Yonglong Tian, Olivier J. Hénaff, Aäron van den Oord55 citations
  66. Hand Image Understanding via Deep Multi-Task Learning ↗Xiong Zhang, Hongsheng Huang, Jianchao Tan et al.55 citations
  67. Influence Selection for Active Learning ↗Zhuoming Liu, Hao Ding, Huaping Zhong et al.55 citations
  68. Interactive Prototype Learning for Egocentric Action Recognition ↗Xiaohan Wang, Linchao Zhu, Heng Wang et al.55 citations
  69. LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ↗Oğuz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er et al.55 citations
  70. Learning to Adversarially Blur Visual Object Tracking ↗Qing Guo, Ziyi Cheng, Felix Juefei-Xu et al.55 citations
  71. Multi-Anchor Active Domain Adaptation for Semantic Segmentation ↗Munan Ning, Donghuan Lu, Dong Wei et al.55 citations
  72. Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters ↗Bowen Dong, Zitong Huang, Yuelin Guo et al.54 citations
  73. Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation ↗Huisi Wu, Guilian Chen, Zhenkun Wen et al.54 citations
  74. EigenGAN: Layer-Wise Eigen-Learning for GANs ↗Zhenliang He, Meina Kan, Shiguang Shan54 citations
  75. GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network ↗Ryan Razani, Ran Cheng, Enxu Li et al.54 citations
  76. GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition ↗Bo Liu, Haoxiang Li, Hao Kang et al.54 citations
  77. Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths ↗Andrea Hornakova, Timo Kaiser, Paul Swoboda et al.54 citations
  78. Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video ↗Minsu Kim, Joanna H. Hong, Se Jin Park et al.54 citations
  79. Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ↗Xunlin Zhan, Yangxin Wu, Xiao ming Dong et al.54 citations
  80. Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ↗Mehrdad Khani, Pouya Hamadanian, Arash Nasr-Esfahany et al.54 citations
  81. The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection ↗Zhikang Zou, Xiaoqing Ye, Liang Du et al.54 citations
  82. Towards Discovery and Attribution of Open-world GAN Generated Images ↗Sharath Girish, Saksham Suri, Sai Saketh Rambhatla et al.54 citations
  83. Class-Incremental Learning for Action Recognition in Videos ↗Jaeyoo Park, Minsoo Kang, Bohyung Han53 citations
  84. Contrast and Order Representations for Video Self-supervised Learning ↗Kai Hu, Jie Shao, Yuan Liu et al.53 citations
  85. Curvature Generation in Curved Spaces for Few-Shot Learning ↗Zhi Feng Gao, Yuwei Wu, Yunde Jia et al.53 citations
  86. Dual Contrastive Loss and Attention for GANs ↗Ning Yu, Guilin Liu, Ayşegül Dündar et al.53 citations
  87. Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ↗Yezhen Wang, Bo Li, Tong Che et al.53 citations
  88. HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ↗Fei Liu, Jing Liu, Ning Wang et al.53 citations
  89. Knowledge Mining and Transferring for Domain Adaptive Object Detection ↗Kun Tian, Chenghao Zhang, Ying Wang et al.53 citations
  90. Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme ↗Xi Yang, Wangmeng Xiang, Hui Zeng et al.53 citations
  91. Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting ↗Binghui Chen, Zhaoyi Yan, Ke Li et al.53 citations
  92. Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ↗Ali Diba, Vivek Sharma, Reza Safdari et al.53 citations
  93. Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation ↗Kai-Hung Chang, Chin-Yi Cheng, Jieliang Luo et al.52 citations
  94. Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation ↗Gihyun Kwon, Jong Chul Ye52 citations
  95. Dual-Camera Super-Resolution with Aligned Attention Modules ↗Tengfei Wang, Jiaxin Xie, Wenxiu Sun et al.52 citations
  96. Dynamic Dual Gating Neural Networks ↗Fanrong Li, Gang Li, Xiangyu He et al.52 citations
  97. Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation ↗Mingfei Cheng, Kaili Zhao, Xuhong Guo et al.52 citations
  98. Learning Attribute-driven Disentangled Representations for Interactive Fashion Retrieval ↗Yuxin Hou, Eleonora Vig, Michael Donoser et al.52 citations
  99. Manifold Alignment for Semantically Aligned Style Transfer ↗Jing Huo, Shiyin Jin, Wenbin Li et al.52 citations
  100. Multiview Pseudo-Labeling for Semi-supervised Learning from Video ↗Bo Xiong, Haoqi Fan, Kristen Grauman et al.52 citations

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