Elamur Research⌕
☰
home / venues / ICCV / 2021 / papers

ICCV 2021: all accepted papers

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

1 2 … 10 … 17

  1. Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsZe Liu, Yutong Lin, Yue Cao et al.33,262 citations · our summary
  2. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra et al.5,690 citations · our summary
  3. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions ↗Wenhai Wang, Enze Xie, Xiang Li et al.4,926 citations
  4. ViViT: A Video Vision Transformer ↗Anurag Arnab, Mostafa Dehghani, Georg Heigold et al.2,595 citations
  5. Point Transformer ↗Hengshuang Zhao, Li Jiang, Jiaya Jia et al.2,476 citations
  6. CvT: Introducing Convolutions to Vision Transformers ↗Haiping Wu, Bin Xiao, Noel Codella et al.2,444 citations
  7. Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet ↗Li Yuan, Yunpeng Chen, Tao Wang et al.2,289 citations
  8. Vision Transformers for Dense Prediction ↗René Ranftl, Alexey Bochkovskiy, Vladlen Koltun2,247 citations
  9. CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification ↗Chun-Fu Richard Chen, Quanfu Fan, Rameswar Panda2,074 citations
  10. Segmenter: Transformer for Semantic Segmentation ↗Robin Strudel, Ricardo Alexandrino Garcia, Ivan Laptev A et al.2,051 citations
  11. Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields ↗Jonathan T. Barron, Ben Mildenhall, Matthew Tancik et al.1,921 citations
  12. An Empirical Study of Training Self-Supervised Vision Transformers ↗Xinlei Chen, Saining Xie, Kaiming He1,566 citations
  13. TOOD: Task-aligned One-stage Object Detection ↗Cheng Feng, Yujie Zhong, Yu Gao et al.1,477 citations
  14. FcaNet: Frequency Channel Attention Networks ↗Zequn Qin, Pengyi Zhang, Fei Qing Wu et al.1,367 citations
  15. Oriented R-CNN for Object Detection ↗Xingxing Xie, Gong Cheng, Jiabao Wang et al.1,351 citations
  16. Multiscale Vision Transformers ↗Haoqi Fan, Bo Xiong, Karttikeya Mangalam et al.1,308 citations
  17. Learning Spatio-Temporal Transformer for Visual Tracking ↗Bin Yan, Houwen Peng, Jianlong Fu et al.1,200 citations
  18. The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ↗Dan Hendrycks, Steven Basart, Norman Mu et al.1,167 citations
  19. TransReID: Transformer-based Object Re-Identification ↗Shuting He, Hao Luo, Pichao Wang et al.1,166 citations
  20. Going deeper with Image Transformers ↗Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles et al.1,145 citations
  21. Nerfies: Deformable Neural Radiance Fields ↗Keunhong Park, Utkarsh Sinha, Jonathan T. Barron et al.1,059 citations
  22. Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition ↗Yuxin Chen, Ziqi Zhang, Chunfeng Yuan et al.1,039 citations
  23. DRÆM – A discriminatively trained reconstruction embedding for surface anomaly detection ↗Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj1,039 citations
  24. StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery ↗Or Patashnik, Zongze Wu, Eli Shechtman et al.1,023 citations
  25. Conditional DETR for Fast Training Convergence ↗Depu Meng, Xiaokang Chen, Zejia Fan et al.995 citations
  26. MUSIQ: Multi-scale Image Quality Transformer ↗Junjie Ke, Qifei Wang, Yilin Wang et al.966 citations
  27. LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference ↗Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron et al.869 citations
  28. PlenOctrees for Real-time Rendering of Neural Radiance Fields ↗Alex Yu, Ruilong Li, Matthew Tancik et al.854 citations
  29. Conformer: Local Features Coupling Global Representations for Visual Recognition ↗Zhiliang Peng, Wei Feng Huang, Shanzhi Gu et al.827 citations
  30. Rethinking Coarse-to-Fine Approach in Single Image Deblurring ↗Sung‐Jin Cho, Seo-Won Ji, Jun-Pyo Hong et al.798 citations
  31. MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo ↗Anpei Chen, Zexiang Xu, Fuqiang Zhao et al.797 citations
  32. Designing a Practical Degradation Model for Deep Blind Image Super-Resolution ↗Kai Zhang, Jingyun Liang, Luc Van Gool et al.760 citations
  33. MDETR - Modulated Detection for End-to-End Multi-Modal Understanding ↗Aishwarya Kamath, Mannat Singh, Yann LeCun et al.729 citations
  34. 3D Human Pose Estimation with Spatial and Temporal Transformers ↗Ce Zheng, Sijie Zhu, Matías Mendieta et al.711 citations
  35. iMAP: Implicit Mapping and Positioning in Real-Time ↗Edgar Sucar, Shikun Liu, Joseph Ortiz et al.670 citations
  36. KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs ↗Christian Reiser, Songyou Peng, Yiyi Liao et al.668 citations
  37. Asymmetric Loss For Multi-Label Classification ↗Tal Ridnik, Emanuel Ben-Baruch, Nadav Zamir et al.660 citations
  38. Big Self-Supervised Models Advance Medical Image Classification ↗Shekoofeh Azizi, Basil Mustafa, Fiona Ryan et al.651 citations
  39. Rethinking Spatial Dimensions of Vision Transformers ↗Byeongho Heo, Sangdoo Yun, Dongyoon Han et al.640 citations
  40. ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models ↗Jooyoung Choi, Sungwon Kim, Yonghyun Jeong et al.634 citations
  41. AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting ↗Ye Yuan, Xinshuo Weng, Yanglan Ou et al.631 citations
  42. BARF: Bundle-Adjusting Neural Radiance Fields ↗Chen-Hsuan Lin, Wei-Chiu Ma, Antonio B. Torralba et al.628 citations
  43. UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction ↗Michael Oechsle, Songyou Peng, Andreas Geiger622 citations
  44. Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks ↗Wei Fang, Zhaofei Yu, Yanqi Chen et al.605 citations
  45. Incorporating Convolution Designs into Visual Transformers ↗Kun Yuan, Shaopeng Guo, Ziwei Liu et al.576 citations
  46. End-to-End Semi-Supervised Object Detection with Soft Teacher ↗Mengde Xu, Zheng Zhang, Han Hu et al.565 citations
  47. Exploring Cross-Image Pixel Contrast for Semantic Segmentation ↗Wenguan Wang, Tianfei Zhou, Fisher Yu et al.564 citations
  48. Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset ↗Scott M. Ettinger, Shuyang Cheng, Benjamin Caine et al.559 citations
  49. Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning ↗Yu Tian, Guansong Pang, Yuanhong Chen et al.557 citations
  50. ACDC: The Adverse Conditions Dataset with Correspondences for Semantic Driving Scene Understanding ↗Christos Sakaridis, Dengxin Dai, Luc Van Gool551 citations
  51. AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ ↗Ruilong Li, Shan Yang, David A. Ross et al.549 citations
  52. Visual Saliency Transformer ↗Nian Liu, Ni Zhang, Kaiyuan Wan et al.549 citations
  53. PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers ↗Xumin Yu, Yongming Rao, Ziyi Wang et al.544 citations
  54. FastNeRF: High-Fidelity Neural Rendering at 200FPS ↗Stephan J. Garbin, Marek Kowalski, Matthew Johnson et al.541 citations
  55. Voxel Transformer for 3D Object Detection ↗Jiageng Mao, Yujing Xue, Minzhe Niu et al.517 citations
  56. DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets ↗Junru Gu, Chen Sun, Hang Zhao501 citations
  57. Pixel Difference Networks for Efficient Edge Detection ↗Zhuo Su, Wenzhe Liu, Zitong Yu et al.500 citations
  58. An End-to-End Transformer Model for 3D Object Detection ↗Ishan Misra, Rohit Girdhar, Armand Joulin499 citations
  59. Action-Conditioned 3D Human Motion Synthesis with Transformer VAE ↗Mathis Petrovich, Michael J. Black, Gül Varol493 citations
  60. Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning ↗Yinbo Chen, Zhuang Liu, Huijuan Xu et al.466 citations
  61. GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition ↗Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren et al.464 citations
  62. Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis ↗Ajay Jain, Matthew Tancik, Pieter Abbeel463 citations
  63. Focal Frequency Loss for Image Reconstruction and Synthesis ↗Liming Jiang, Bo Dai, Wayne Wu et al.459 citations
  64. Channel-wise Knowledge Distillation for Dense Prediction ↗Changyong Shu, Yifan Liu, Jianfei Gao et al.452 citations
  65. Baking Neural Radiance Fields for Real-Time View Synthesis ↗Peter Hedman, Pratul P. Srinivasan, Ben Mildenhall et al.451 citations
  66. NeRD: Neural Reflectance Decomposition from Image Collections ↗Mark Boss, Raphael Braun, Varun Jampani et al.438 citations
  67. Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video ↗Edgar Tretschk, Ayush Tewari, Vladislav Golyanik et al.432 citations
  68. Dynamic DETR: End-to-End Object Detection with Dynamic Attention ↗Xiyang Dai, Yinpeng Chen, Jianwei Yang et al.429 citations
  69. Invisible Backdoor Attack with Sample-Specific Triggers ↗Yuezun Li, Yiming Li, Baoyuan Wu et al.423 citations
  70. AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer ↗Songhua Liu, Tianwei Lin, Dongliang He et al.420 citations
  71. 3D Shape Generation and Completion through Point-Voxel Diffusion ↗Linqi Zhou, Yilun Du, Jiajun Wu419 citations
  72. TokenPose: Learning Keypoint Tokens for Human Pose Estimation ↗Yanjie Li, Shoukui Zhang, Zhicheng Wang et al.419 citations
  73. TransPose: Keypoint Localization via Transformer ↗Sen Yang, Zhibin Quan, Mu Nie et al.418 citations
  74. PARE: Part Attention Regressor for 3D Human Body Estimation ↗Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges et al.417 citations
  75. Understanding Robustness of Transformers for Image Classification ↗Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Gläsner et al.406 citations
  76. In-Place Scene Labelling and Understanding with Implicit Scene Representation ↗Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger et al.396 citations
  77. Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies ↗Sida Peng, Junting Dong, Qianqian Wang et al.387 citations
  78. DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection ↗Limeng Qiao, Yuxuan Zhao, Zhiyuan Li et al.387 citations
  79. With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ↗Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson et al.383 citations
  80. Rethinking Counting and Localization in Crowds: A Purely Point-Based Framework ↗Qingyu Song, Changan Wang, Zhengkai Jiang et al.381 citations
  81. Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification ↗Yongming Rao, Guangyi Chen, Jiwen Lu et al.380 citations
  82. Learning Target Candidate Association to Keep Track of What Not to Track ↗Christoph Mayer, Martin Danelljan, Danda Pani Paudel et al.376 citations
  83. Channel Augmented Joint Learning for Visible-Infrared Recognition ↗Mang Ye, Weijian Ruan, Bo Du et al.375 citations
  84. Co-Scale Conv-Attentional Image Transformers ↗Weijian Xu, Yifan Xu, Tyler A. Chang et al.375 citations
  85. AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis ↗Yudong Guo, Keyu Chen, Sen Liang et al.374 citations
  86. TransVG: End-to-End Visual Grounding with Transformers ↗Jiajun Deng, Zhengyuan Yang, Tianlang Chen et al.372 citations
  87. Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images ↗Richard J. Chen, Ming Y. Lu, Wei‐Hung Weng et al.371 citations
  88. Rethinking and Improving Relative Position Encoding for Vision Transformer ↗Kan Wu, Houwen Peng, Minghao Chen et al.371 citations
  89. Learning to Estimate Hidden Motions with Global Motion Aggregation ↗Shihao Jiang, Dylan Campbell, Yao Lu et al.365 citations
  90. Learning Self-Consistency for Deepfake Detection ↗Tianchen Zhao, Xiang Xu, Mingze Xu et al.363 citations
  91. TAM: Temporal Adaptive Module for Video Recognition ↗Zhaoyang Liu, Limin Wang, Wayne Wu et al.358 citations
  92. HiNet: Deep Image Hiding by Invertible Network ↗Junpeng Jing, Xin Deng, Mai Xu et al.356 citations
  93. Rethinking Transformer-based Set Prediction for Object Detection ↗Zhiqing Sun, Shengcao Cao, Yiming Yang et al.356 citations
  94. Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction ↗Jeremy Reizenstein, Roman Shapovalov, Philipp Henzler et al.352 citations
  95. CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution ↗Lizhe Liu, Xiaohao Chen, Siyu Zhu et al.346 citations
  96. Dynamic View Synthesis from Dynamic Monocular Video ↗Chen Gao, Ayush Saraf, Johannes Kopf et al.346 citations
  97. Fast Convergence of DETR with Spatially Modulated Co-Attention ↗Peng Gao, Minghang Zheng, Xiaogang Wang et al.345 citations
  98. Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding ↗Mike Roberts, Jason Ramapuram, Anurag Ranjan et al.344 citations
  99. SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer ↗Xiang Fang Peng, Xin Wen, Yu-Shen Liu et al.344 citations
  100. PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop ↗Hongwen Zhang, Yating Tian, Xinchi Zhou et al.341 citations

1 2 … 10 … 17

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2021/papers/