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ICCV 2021: all accepted papers

1,615 papers · page 15 of 17 · the most cited first · ← ICCV 2021

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  1. Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations ↗Dat Huynh, Ehsan Elhamifar12 citations
  2. Learning Temporal Dynamics from Cycles in Narrated Video ↗Dave Epstein, Jiajun Wu, Cordelia Schmid et al.12 citations
  3. Memory-augmented Dynamic Neural Relational Inference ↗Dong Gong, Zhen Zhang, Qinfeng Shi et al.12 citations
  4. Out-of-Core Surface Reconstruction via Global TGV Minimization ↗Nikolai Poliarnyi12 citations
  5. Photon-Starved Scene Inference using Single Photon Cameras ↗Bhavya Goyal, Mohit Gupta12 citations
  6. Ranking Models in Unlabeled New Environments ↗Xiaoxiao Sun, Yunzhong Hou, Weijian Deng et al.12 citations
  7. Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration from Single Noisy Volume with Sparsity Constraint ↗Zhidong Yang, Fa Zhang, Renmin Han12 citations
  8. When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes ↗Philipp Bomatter, Mengmi Zhang, Dimitar Karev et al.12 citations
  9. You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking ↗Jiaming Sun, Yiming Xie, Siyu Zhang et al.12 citations
  10. AESOP: Abstract Encoding of Stories, Objects, and Pictures ↗Hareesh Ravi, Kushal Kafle, Scott D. Cohen et al.11 citations
  11. BioFors: A Large Biomedical Image Forensics Dataset ↗Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed et al.11 citations
  12. FMODetect: Robust Detection of Fast Moving Objects ↗Denys Rozumnyi, Jiřı́ Matas, Filip Šroubek et al.11 citations
  13. Field-Guide-Inspired Zero-Shot Learning ↗Utkarsh Mall, Bharath Hariharan, Kavita Bala11 citations
  14. Improve Unsupervised Pretraining for Few-label Transfer ↗Suichan Li, Dongdong Chen, Yinpeng Chen et al.11 citations
  15. Learning specialized activation functions with the Piecewise Linear Unit ↗Yucong Zhou, Zezhou Zhu, Zhao Zhong11 citations
  16. Learning to Bundle-adjust: A Graph Network Approach to Faster Optimization of Bundle Adjustment for Vehicular SLAM ↗Tetsuya Tanaka, Yukihiro Sasagawa, Takayuki Okatani11 citations
  17. Low-Rank Tensor Completion by Approximating the Tensor Average Rank ↗Zhanliang Wang, Junyu Dong, Xinguo Liu et al.11 citations
  18. Neural Photofit: Gaze-based Mental Image Reconstruction ↗Florian Strohm, Ekta Sood, Sven Mayer et al.11 citations
  19. Not All Operations Contribute Equally: Hierarchical Operation-adaptive Predictor for Neural Architecture Search ↗Ziye Chen, Yibing Zhan, Baosheng Yu et al.11 citations
  20. Objects as Cameras: Estimating High-Frequency Illumination from Shadows ↗Tristan B. Swedish, Connor Henley, Ramesh Raskar11 citations
  21. On Equivariant and Invariant Learning of Object Landmark Representations ↗Zezhou Cheng, Jong-Chyi Su, Subhransu Maji11 citations
  22. PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion ↗Haitian Zeng, Yuchao Dai, Xin Feng Yu et al.11 citations
  23. PreDet: Large-scale weakly supervised pre-training for detection ↗Vignesh Ramanathan, Rui Wang, Dhruv Kumar Mahajan11 citations
  24. Scaling up instance annotation via label propagation ↗Dim P. Papadopoulos, Ethan Weber, Antonio B. Torralba11 citations
  25. Searching for Robustness: Loss Learning for Noisy Classification Tasks ↗Boyan Gao, Henry Gouk, Timothy M. Hospedales11 citations
  26. Structured Outdoor Architecture Reconstruction by Exploration and Classification ↗Fuyang Zhang, Xiang Xu, Nelson Nauata et al.11 citations
  27. The Functional Correspondence Problem ↗Zihang Lai, Senthil Purushwalkam, Abhinav Gupta11 citations
  28. Toward Spatially Unbiased Generative Models ↗Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong et al.11 citations
  29. Towards Understanding the Generative Capability of Adversarially Robust Classifiers ↗Yao Tai Zhu, Jiacheng Ma, Jiacheng Sun et al.11 citations
  30. Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue ↗Shoya Matsumori, Kosuke Shingyouchi, Yuki Abe et al.11 citations
  31. Visio-Temporal Attention for Multi-Camera Multi-Target Association ↗Yu-Jhe Li, Xinshuo Weng, Yan Lei Xu et al.11 citations
  32. Who’s Waldo? Linking People Across Text and Images ↗Claire Yuqing Cui, Apoorv Khandelwal, Yoav Artzi et al.11 citations
  33. A Simple Feature Augmentation for Domain Generalization ↗Pan Li, Da Li, Wei Li et al.10 citations
  34. Attack-Guided Perceptual Data Generation for Real-world Re-Identification ↗Yukun Huang, Xueyang Fu, Zheng-Jun Zha10 citations
  35. Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss ↗Jung Hyun Lee, Jihun Yun, Sung Ju Hwang et al.10 citations
  36. ELLIPSDF: Joint Object Pose and Shape Optimization with a Bi-level Ellipsoid and Signed Distance Function Description ↗Mo Shan, Qiaojun Feng, You-Yi Jau et al.10 citations
  37. Finding Representative Interpretations on Convolutional Neural Networks ↗Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy et al.10 citations
  38. Fusion Moves for Graph Matching ↗Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis et al.10 citations
  39. HighlightMe: Detecting Highlights from Human-Centric Videos ↗Uttaran Bhattacharya, Gang Wu, Stefano Petrangeli et al.10 citations
  40. Interaction via Bi-directional Graph of Semantic Region Affinity for Scene Parsing ↗Henghui Ding, Hui Zhang, Jun Liu et al.10 citations
  41. Interpreting Attributions and Interactions of Adversarial Attacks ↗Xin Wang, Shuyun Lin, Hao Zhang et al.10 citations
  42. Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ↗Yaoming Wang, Yuchen Liu, Wenrui Dai et al.10 citations
  43. Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos ↗Yuming Du, Yang Xiao, Vincent Lepetit10 citations
  44. LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision ↗Zhijian Liu, Simon Stent, Jie Li et al.10 citations
  45. Multi-Echo LiDAR for 3D Object Detection ↗Yunze Man, Xinshuo Weng, Prasanna Kumar Sivakuma et al.10 citations
  46. Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy ↗Colin Cooke, Fanjie Kong, Amey Chaware et al.10 citations
  47. Searching for Two-Stream Models in Multivariate Space for Video Recognition ↗Xinyu Gong, Heng Wang, Zheng Shou et al.10 citations
  48. Self-Supervised Object Detection via Generative Image Synthesis ↗Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash et al.10 citations
  49. Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition ↗Hardik Uppal, Alireza Sepas‐Moghaddam, Michael Greenspan et al.10 citations
  50. Toward a Visual Concept Vocabulary for GAN Latent Space ↗Sarah Schwettmann, Evan J. Hernandez, David Anthony Bau et al.10 citations
  51. UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model ↗Haonan Yan, Jiaqi Chen, Xujie Zhang et al.10 citations
  52. Weakly Supervised Representation Learning with Coarse Labels ↗Yuanhong Xu, Qi Qian, Hao Li et al.10 citations
  53. A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning ↗Muhammad Abdullah Jamal, Liqiang Wang, Boqing Gong9 citations
  54. Assignment-Space-based Multi-Object Tracking and Segmentation ↗Anwesa Choudhuri, Girish Vinayak Chowdhary, Alexander Gerhard Schwing9 citations
  55. BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning ↗Zhirui Dai, Yuepeng Jiang, Yi Li et al.9 citations
  56. Calibrated and Partially Calibrated Semi-Generalized Homographies ↗Snehal Bhayani, Torsten Sattler, Dániel Baráth et al.9 citations
  57. Dynamical Pose Estimation ↗Heng Yang, Chris Doran, Jean-Jacques E. Slotine9 citations
  58. EC-DARTS: Inducing Equalized and Consistent Optimization into DARTS ↗Qinqin Zhou, Xiawu Zheng, Liujuan Cao et al.9 citations
  59. Explainable Video Entailment with Grounded Visual Evidence ↗Junwen Chen, Yu Kong Golisano9 citations
  60. Explaining Local, Global, And Higher-Order Interactions In Deep Learning ↗Samuel Lerman, Charles Venuto, Henry Kautz et al.9 citations
  61. Field of Junctions: Extracting Boundary Structure at Low SNR ↗Dor Verbin, Todd E. Zickler9 citations
  62. Geometric Granularity Aware Pixel-to-Mesh ↗Yue Shi, Bingbing Ni, Jinxian Liu et al.9 citations
  63. Instance Similarity Learning for Unsupervised Feature Representation ↗Ziwei Wang, Yunsong Wang, Ziyi Wu et al.9 citations
  64. LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies ↗Dominic Roberts, Ara Danielyan, Hang Chu et al.9 citations
  65. Manifold Matching via Deep Metric Learning for Generative Modeling ↗Mengyu Dai, Haibin Hang9 citations
  66. Online-trained Upsampler for Deep Low Complexity Video Compression ↗Jan P. Klopp, Keng-Chi Liu, Shao‐Yi Chien et al.9 citations
  67. PR-Net: Preference Reasoning for Personalized Video Highlight Detection ↗Runnan Chen, Penghao Zhou, Wenzhe Wang et al.9 citations
  68. Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images ↗Kyungsu Lee, Haeyun Lee, Jae Youn Hwang9 citations
  69. Self-supervised Transfer Learning for Hand Mesh Recovery from Binocular Images ↗Zheng Chen, Sihan Wang, Yi Sun et al.9 citations
  70. Single View Physical Distance Estimation using Human Pose ↗Xiaohan Fei, Henry Wang, Lin Lee Cheong et al.9 citations
  71. Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation ↗Chi-Wei Hsiao, Cheng Jian Sun, Hwann-Tzong Chen et al.9 citations
  72. CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ↗Yi Zhou, Lei Huang, Tao Zhou et al.8 citations
  73. Deep survival analysis with longitudinal X-rays for COVID-19 ↗Michelle Shu, Richard Strong Bowen, Charles Herrmann et al.8 citations
  74. Detecting Persuasive Atypicality by Modeling Contextual Compatibility ↗Meiqi Guo, Rebecca Hwa, Adriana Kovashka8 citations
  75. DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ↗Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi et al.8 citations
  76. Exploring Visual Engagement Signals for Representation Learning ↗Menglin Jia, Zuxuan Wu, Austin Reiter et al.8 citations
  77. FFT-OT: A Fast Algorithm for Optimal Transportation ↗Na Lei, Xianfeng David Gu8 citations
  78. Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration ↗Soroush Seifi, Abhishek Jha, Tinne Tuytelaars8 citations
  79. Just a Few Points are All You Need for Multi-view Stereo: A Novel Semi-supervised Learning Method for Multi-view Stereo ↗Taekyung Kim, Jaehoon Choi, Seokeon Choi et al.8 citations
  80. Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ↗Yanfu Zhang, Lei Luo, Wenhan Xian et al.8 citations
  81. Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation ↗Haoang Li, Kai Chen, Pyojin Kim et al.8 citations
  82. Orthographic-Perspective Epipolar Geometry ↗Viktor Larsson, Marc Pollefeys, Magnus Oskarsson8 citations
  83. Partial Off-policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning ↗Jiahe Shi, Yali Li, Shengjin Wang8 citations
  84. RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions ↗Sung-En Chang, Yanyu Li, Mengshu Sun et al.8 citations
  85. Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ↗Shipra Jain, Danda Pani Paudel, Martin Danelljan et al.8 citations
  86. Selective Feature Compression for Efficient Activity Recognition Inference ↗Chunhui Liu, Xinyu Li, Hao Chen et al.8 citations
  87. Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases ↗Jan Bednařík, Vladimir G. Kim, Siddhartha Chaudhuri et al.8 citations
  88. Towards Complete Scene and Regular Shape for Distortion Rectification by Curve-Aware Extrapolation ↗Kang Liao, Chunyu Lin, Yunchao Wei et al.8 citations
  89. Video Annotation for Visual Tracking via Selection and Refinement ↗Kenan Dai, Jie Wen Zhao, Lijun Wang et al.8 citations
  90. Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ↗Corentin Dancette, Rémi Cadène, Damien Teney et al.7 citations
  91. Click to Move: Controlling Video Generation with Sparse Motion ↗Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri et al.7 citations
  92. Coarsely-labeled Data for Better Few-shot Transfer ↗Cheng Perng Phoo, Bharath Hariharan7 citations
  93. Condensing a Sequence to One Informative Frame for Video Recognition ↗Zhaofan Qiu, Ting Yao, Yan Shu et al.7 citations
  94. Differentiable Convolution Search for Point Cloud Processing ↗Xing Nie, Yongcheng Liu, Shaohong Chen et al.7 citations
  95. Dissecting Image Crops ↗Basile Van Hoorick, Carl Vondrick7 citations
  96. Do Different Deep Metric Learning Losses Lead to Similar Learned Features? ↗Konstantin Kobs, Michael Steininger, Andrzej Dulny et al.7 citations
  97. Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ↗Qi Long Sun, Chen Bai, Tinghuan Chen et al.7 citations
  98. Learning Rare Category Classifiers on a Tight Labeling Budget ↗Ravi Teja Mullapudi, Fait Poms, William R. Mark et al.7 citations
  99. MT-ORL: Multi-Task Occlusion Relationship Learning ↗Panhe Feng, Qi She, Lei Zhu et al.7 citations
  100. Physics-based Differentiable Depth Sensor Simulation ↗Benjamin Planche, Rajat Singh7 citations

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