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ICCV 2021: all accepted papers

1,615 papers · page 7 of 17 · the most cited first · ← ICCV 2021

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  1. Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting ↗Anna Kukleva, Hilde Kuehne, Bernt Schiele73 citations
  2. Grafit: Learning fine-grained image representations with coarse labels ↗Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze et al.73 citations
  3. Improving Contrastive Learning by Visualizing Feature Transformation ↗Rui Zhu, Bingchen Zhao, Jingen Liu et al.73 citations
  4. Learning to Generate Scene Graph from Natural Language Supervision ↗Yiwu Zhong, Jing Shi, Jianwei Yang et al.73 citations
  5. P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching ↗Bing Wang, Changhao Chen, Zhaopeng Cui et al.73 citations
  6. RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth ↗Mengyang Pu, Yaping Huang, Qingji Guan et al.73 citations
  7. SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation ↗Stefan Andreas Baur, David Emmerichs, Frank Moosmann et al.73 citations
  8. Zero-Shot Day-Night Domain Adaptation with a Physics Prior ↗Attila Lengyel, Sourav Garg, Michael John Milford et al.73 citations
  9. M3D-VTON: A Monocular-to-3D Virtual Try-On Network ↗Fuwei Zhao, Zhenyu Xie, Michael Kampffmeyer et al.72 citations
  10. On Generating Transferable Targeted Perturbations ↗Muzammal Naseer, Salman Hameed Khan, Munawar Hayat et al.72 citations
  11. ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation ↗Tsung-Han Wu, Yueh-Cheng Liu, Yu–Kai Huang et al.72 citations
  12. Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition ↗Jian Jia, Xiaotang Chen, Kaiqi Huang72 citations
  13. Target Adaptive Context Aggregation for Video Scene Graph Generation ↗Yao Teng, Limin Wang, Zhifeng Li et al.72 citations
  14. VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation ↗Zeyu Hu, Xuyang Bai, Jiaxiang Shang et al.72 citations
  15. A Broad Study on the Transferability of Visual Representations with Contrastive Learning ↗Ashraful Islam, Chun-Fu Chen, Rameswar Panda et al.71 citations
  16. Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform ↗Zhiyuan Mao, Nicholas Chimitt, Stanley H. Chan71 citations
  17. Full-Body Motion from a Single Head-Mounted Device: Generating SMPL Poses from Partial Observations ↗Andrea Dittadi, Sebastian Dziadzio, Darren P. Cosker et al.71 citations
  18. Generative Layout Modeling using Constraint Graphs ↗Wamiq Reyaz Para, Paul Guerrero, Tom Kelly et al.71 citations
  19. HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise ↗Souvik Kundu, Massoud Pedram, Peter A. Beerel71 citations
  20. Learning Frequency-aware Dynamic Network for Efficient Super-Resolution ↗Wenbin Xie, Dehua Song, Chang Xu et al.71 citations
  21. Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos ↗Brian Chen, Andrew Rouditchenko, Kevin Duarte et al.71 citations
  22. Partner-Assisted Learning for Few-Shot Image Classification ↗Jiawei Ma, Hanchen Xie, Guangxing Han et al.71 citations
  23. Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained Recognition ↗Shaoli Huang, Xinchao Wang, Dacheng Tao71 citations
  24. Task-aware Part Mining Network for Few-Shot Learning ↗Jiamin Wu, Tianzhu Zhang, Yongdong Zhang et al.71 citations
  25. CrossNorm and SelfNorm for Generalization under Distribution Shifts ↗Zhiqiang Tang, Yunhe Gao, Yi Zhu et al.70 citations
  26. Dense Interaction Learning for Video-based Person Re-identification ↗Tianyu He, Xin Jin, Xu Shen et al.70 citations
  27. I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling ↗Ping Chen, Yujin Chen, Dong Yang et al.70 citations
  28. Iterative label cleaning for transductive and semi-supervised few-shot learning ↗Michalis Lazarou, Tania Stathaki, Yannis Avrithis70 citations
  29. Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ↗Shu Yang, Lu Zhang, Jinqing Qi et al.70 citations
  30. ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment ↗Yangyu Huang, Hao Yang, Chong Li et al.69 citations
  31. D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ↗Sanath Narayan, Hisham Cholakkal, Munawar Hayat et al.69 citations
  32. Data-free Universal Adversarial Perturbation and Black-box Attack ↗Chaoning Zhang, Philipp Benz, Adil Karjauv et al.69 citations
  33. Domain-Aware Universal Style Transfer ↗Kibeom Hong, Seogkyu Jeon, Huan Yang et al.69 citations
  34. Gradient Normalization for Generative Adversarial Networks ↗Yi-Lun Wu, Hong-Han Shuai, Zhi Rui Tam et al.69 citations
  35. HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton ↗Wencan Cheng, Jae Hyun Park, Jong Hwan Ko69 citations
  36. ProFlip: Targeted Trojan Attack with Progressive Bit Flips ↗Huili Chen, Cheng Fu, Jishen Zhao et al.69 citations
  37. RDA: Robust Domain Adaptation via Fourier Adversarial Attacking ↗Jiaxing Huang, Dayan Guan, Aoran Xiao et al.69 citations
  38. Refining Action Segmentation with Hierarchical Video Representations ↗Hyemin Ahn, Dongheui Lee69 citations
  39. Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective ↗Jiarui Xu, Xiaolong Wang69 citations
  40. Semi-Supervised Active Learning with Temporal Output Discrepancy ↗Siyu Huang, Tianyang Wang, Haoyi Xiong et al.69 citations
  41. Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates ↗Shenhan Qian, Zhi Tu, Yihao Zhi et al.69 citations
  42. 3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations ↗Kangxue Yin, Jun Gao, Maria Shugrina et al.68 citations
  43. A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder ↗Yujun Cai, Yiwei Wang, Yiheng Zhu et al.68 citations
  44. Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ↗Donghyeon Baek, Youngmin Oh, Bumsub Ham68 citations
  45. Few-Shot Semantic Segmentation with Cyclic Memory Network ↗Guo-Sen Xie, Huan Xiong, Jie Liu et al.68 citations
  46. Point-set Distances for Learning Representations of 3D Point Clouds ↗Trung V. Nguyen, Quang-Hieu Pham, Tam Le et al.68 citations
  47. Sketch Your Own GAN ↗Sheng-Yu Wang, David Anthony Bau, Jun-Yan Zhu68 citations
  48. Tripartite Information Mining and Integration for Image Matting ↗Yuhao Liu, Jiake Xie, Xiao Fei Shi et al.68 citations
  49. VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction ↗Jaesung Choe, Sunghoon Im, François Rameau et al.68 citations
  50. Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach ↗Zeren Sun, Yazhou Yao, Xiu-Shen Wei et al.68 citations
  51. A General Recurrent Tracking Framework without Real Data ↗Shuai Wang, Hao Sheng, Yang Zhang et al.67 citations
  52. Compressing Visual-linguistic Model via Knowledge Distillation ↗Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu et al.67 citations
  53. Learning Inner-Group Relations on Point Clouds ↗Haoxi Ran, Wei Zhuo, Jun 军 Liu 刘 et al.67 citations
  54. Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation ↗Duo Peng, Yinjie Lei, Wen Li et al.67 citations
  55. e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks ↗Maxime Kayser, Oana-Maria Camburu, Leonard Salewski et al.67 citations
  56. Deep Symmetric Network for Underexposed Image Enhancement with Recurrent Attentional Learning ↗Lin Zhao, Shao-Ping Lu, Tao Chen et al.66 citations
  57. From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation ↗Qi Li, Weixiang Yang, Wenxi Liu et al.66 citations
  58. Improving Neural Network Efficiency via Post-training Quantization with Adaptive Floating-Point ↗Fangxin Liu, Wenbo Zhao, Zhezhi He et al.66 citations
  59. Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment ↗Heliang Zheng, Huan Yang, Jianlong Fu et al.66 citations
  60. Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes ↗Chenjie Cao, Yanwei Fu66 citations
  61. PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds ↗Anh-Quan Cao, Gilles Puy, Alexandre Boulch et al.66 citations
  62. Patch Craft: Video Denoising by Deep Modeling and Patch Matching ↗Gregory Vaksman, Michael Elad, Peyman Milanfar66 citations
  63. Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image ↗Ronghang Hu, Nikhila Ravi, Alexander C. Berg et al.66 citations
  64. A Backdoor Attack against 3D Point Cloud Classifiers ↗Zhen James Xiang, David Jonathan Miller, Siheng Chen et al.65 citations
  65. AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ↗Lei Shi, Yifan Zhang, Jian Cheng et al.65 citations
  66. Class Semantics-based Attention for Action Detection ↗Deepak Sridhar, Niamul Quader, Srikanth Muralidharan et al.65 citations
  67. Digging into Uncertainty in Self-supervised Multi-view Stereo ↗Hongbin Xu, Zhipeng Zhou, Yali Wang et al.65 citations
  68. Labels4Free: Unsupervised Segmentation using StyleGAN ↗Rameen Abdal, Peihao Zhu, Niloy J. Mitra et al.65 citations
  69. Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting ↗Zian Wang, Jonah Philion, Sanja Fidler et al.65 citations
  70. Occluded Person Re-Identification with Single-scale Global Representations ↗Yan Cheng, Guansong Pang, Jile Jiao et al.65 citations
  71. Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization ↗Jinheng Xie, Cheng Luo, Xiangping Zhu et al.65 citations
  72. Personalized Trajectory Prediction via Distribution Discrimination ↗Guangyi Chen, Junlong Li, Nuoxing Zhou et al.65 citations
  73. PixelSynth: Generating a 3D-Consistent Experience from a Single Image ↗Chris Rockwell, David F. Fouhey, Justin M. Johnson65 citations
  74. Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning ↗Jung Uk Kim, Sungjune Park, Yong Man Ro65 citations
  75. THDA: Treasure Hunt Data Augmentation for Semantic Navigation ↗Oleksandr Maksymets, Vincent Cartillier, Aaron Gokaslan et al.65 citations
  76. Fooling LiDAR Perception via Adversarial Trajectory Perturbation ↗Yiming Li, Congcong Wen, Felix Juefei-Xu et al.64 citations
  77. Geometry-Free View Synthesis: Transformers and no 3D Priors ↗Robin Rombach, Patrick Esser, Björn Ommer64 citations
  78. Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs ↗Helisa Dhamo, Fabian Manhardt, Nassir Navab et al.64 citations
  79. Learning Cross-Modal Contrastive Features for Video Domain Adaptation ↗Donghyun Kim, Yi–Hsuan Tsai, Bingbing Zhuang et al.64 citations
  80. MLVSNet: Multi-level Voting Siamese Network for 3D Visual Tracking ↗Zhoutao Wang, Qian Xie, Yu‐Kun Lai et al.64 citations
  81. Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces ↗Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe et al.64 citations
  82. A New Journey from SDRTV to HDRTV ↗Xiangyu Chen, Zhengwen Zhang, Jimmy Ren et al.63 citations
  83. Adversarial Attacks On Multi-Agent Communication ↗James Tu, Tsun-Hsuan Wang, Jingkang Wang et al.63 citations
  84. Cross-Camera Convolutional Color Constancy ↗Mahmoud Afifi, Jonathan T. Barron, Chloe LeGendre et al.63 citations
  85. Distilling Holistic Knowledge with Graph Neural Networks ↗Sheng Zhou, Yucheng Wang, Defang Chen et al.63 citations
  86. Efficient Video Compression via Content-Adaptive Super-Resolution ↗Mehrdad Khani, Vibhaalakshmi Sivaraman, Mohammad Alizadeh63 citations
  87. Foreground Activation Maps for Weakly Supervised Object Localization ↗Meng Meng, Tianzhu Zhang, Qi Tian et al.63 citations
  88. Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images ↗Size Wu, Sheng Jin, Wentao Liu et al.63 citations
  89. Hybrid Neural Fusion for Full-frame Video Stabilization ↗Yu-Lun Liu, Wei‐Sheng Lai, Ming–Hsuan Yang et al.63 citations
  90. Minimal Adversarial Examples for Deep Learning on 3D Point Clouds ↗Jaeyeon Kim, Binh‐Son Hua, Duc Thanh Nguyen et al.63 citations
  91. Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning ↗Kai Huang, Jie Geng, Wen Jiang et al.63 citations
  92. Solving Inefficiency of Self-supervised Representation Learning ↗Guangrun Wang, Keze Wang, Guangcong Wang et al.63 citations
  93. Unshuffling Data for Improved Generalization in Visual Question Answering ↗Damien Teney, Ehsan Abbasnejad, Anton van den Hengel63 citations
  94. Unsupervised Deep Video Denoising ↗Dev Yashpal Sheth, Sreyas Mohan, Joshua Vincent et al.63 citations
  95. 4D-Net for Learned Multi-Modal Alignment ↗AJ Piergiovanni, Vincent Casser, Michael S. Ryoo et al.62 citations
  96. Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing ↗Aiyu Cui, Daniel McKee, Svetlana Lazebnik62 citations
  97. Image Synthesis via Semantic Composition ↗Yi Wang, Lu Qi, Ying-Cong Chen et al.62 citations
  98. Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition ↗Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar et al.62 citations
  99. Point Cloud Augmentation with Weighted Local Transformations ↗Sihyeon Kim, Sanghyeok Lee, Dasol Hwang et al.62 citations
  100. Robust Watermarking for Deep Neural Networks via Bi-level Optimization ↗Peng Yang, Yingjie Lao, Ping Li62 citations

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