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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022: all accepted papers

2,077 papers · page 3 of 21 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022

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  1. Knowledge Distillation with the Reused Teacher Classifier ↗Defang Chen, Jian-Ping Mei, Hailin Zhang et al.237 citations
  2. Transformer Tracking with Cyclic Shifting Window Attention ↗Zikai Song, Junqing Yu, Yi‐Ping Phoebe Chen et al.237 citations
  3. Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds ↗Chenhang He, Ruihuang Li, Shuai Li et al.237 citations
  4. Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation ↗Zhaozheng Chen, Tan Wang, Xiongwei Wu et al.235 citations
  5. SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection ↗Wuyang Li, Xinyu Liu, Yixuan Yuan235 citations
  6. MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer ↗Kuan‐Chih Huang, Tsung-Han Wu, Hung-Ting Su et al.234 citations
  7. Federated Class-Incremental Learning ↗Jiahua Dong, Lixu Wang, Zhen Fang et al.233 citations
  8. Balanced Contrastive Learning for Long-Tailed Visual Recognition ↗Jianggang Zhu, Zheng Wang, Jingjing Chen et al.232 citations
  9. NeRF-Editing: Geometry Editing of Neural Radiance Fields ↗Yu-Jie Yuan, Yang-Tian Sun, Yu‐Kun Lai et al.231 citations
  10. ObjectFormer for Image Manipulation Detection and Localization ↗Junke Wang, Zuxuan Wu, Jingjing Chen et al.231 citations
  11. X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval ↗Satya Krishna Gorti, Noël Vouitsis, Junwei Ma et al.229 citations
  12. BEVT: BERT Pretraining of Video Transformers ↗Rui Wang, Dongdong Chen, Zuxuan Wu et al.227 citations
  13. Rethinking Efficient Lane Detection via Curve Modeling ↗Zhengyang Feng, Shaohua Guo, Xin Tan et al.225 citations
  14. Causality Inspired Representation Learning for Domain Generalization ↗Fangrui Lv, Jian Liang, Shuang Li et al.224 citations
  15. Generative Cooperative Learning for Unsupervised Video Anomaly Detection ↗Muhammad Zaigham Zaheer, Arif Mahmood, Muhammad Haris Khan et al.224 citations
  16. Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality ↗Tristan Thrush, Ryan Jiang, Max Bartolo et al.224 citations
  17. OW-DETR: Open-world Detection Transformer ↗Akshita Gupta, Sanath Narayan, K J Joseph et al.223 citations
  18. Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation ↗Abhijit Kundu, Kyle Genova, Xiaoqi Yin et al.223 citations
  19. Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors ↗Xinyu Yi, Yuxiao Zhou, Marc Habermann et al.223 citations
  20. Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation ↗Lin Chen, Huaian Chen, Zhixiang Wei et al.223 citations
  21. Scaling Up Vision-Language Pretraining for Image Captioning ↗Xiaowei Hu, Zhe Gan, Jianfeng Wang et al.223 citations
  22. Selective-Supervised Contrastive Learning with Noisy Labels ↗Shikun Li, Xiaobo Xia, Shiming Ge et al.222 citations
  23. Thin-Plate Spline Motion Model for Image Animation ↗Jian Ming Zhao, Hui Zhang222 citations
  24. CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation ↗Aditya Sanghi, Hang Chu, Joseph G. Lambourne et al.220 citations
  25. Targeted Supervised Contrastive Learning for Long-Tailed Recognition ↗Tianhong Li, Peng Cao, Yuan Yuan et al.218 citations
  26. Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution ↗Jie Liang, Hui Zeng, Lei Zhang217 citations
  27. Kubric: A scalable dataset generator ↗Klaus Greff, Francois Belletti, Lucas Beyer et al.217 citations
  28. HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging ↗Xiaowan Hu, Yuanhao Cai, Jing Fung Lin et al.215 citations
  29. Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding ↗Qiaole Dong, Chenjie Cao, Yanwei Fu215 citations
  30. Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities ↗Fadime Şener, Dibyadip Chatterjee, Daniel Shelepov et al.213 citations
  31. Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing ↗Zhuo Wang, Zezheng Wang, Zitong Yu et al.213 citations
  32. Learning Memory-Augmented Unidirectional Metrics for Cross-modality Person Re-identification ↗Jialun Liu, Yifan Sun, Feng Zhu et al.213 citations
  33. The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification ↗Seulki Park, Youngkyu Hong, Byeongho Heo et al.212 citations
  34. Sparse Instance Activation for Real-Time Instance Segmentation ↗Tianheng Cheng, Xinggang Wang, Shaoyu Chen et al.210 citations
  35. Global Tracking Transformers ↗Xingyi Zhou, Tianwei Yin, Vladlen Koltun et al.209 citations
  36. Towards Robust Vision Transformer ↗Xiaofeng Mao, Gege Qi, Yuefeng Chen et al.209 citations
  37. Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory ↗Siyao Li, Weijiang Yu, Tianpei Gu et al.208 citations
  38. Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation ↗Minsoo Kang, Jaeyoo Park, Bohyung Han207 citations
  39. Feature Erasing and Diffusion Network for Occluded Person Re-Identification ↗Zhikang Wang, Feng Zhu, Shixiang Tang et al.207 citations
  40. HeadNeRF: A Realtime NeRF-based Parametric Head Model ↗Yang Hong, Bo Peng, Haiyao Xiao et al.207 citations
  41. GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation ↗Yu Deng, Jiaolong Yang, Jianfeng Xiang et al.206 citations
  42. Localization Distillation for Dense Object Detection ↗Zhaohui Zheng, Rongguang Ye, Ping Wang et al.206 citations
  43. Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation ↗Tianfei Zhou, Meijie Zhang, Fang Zhao et al.206 citations
  44. Contrastive Boundary Learning for Point Cloud Segmentation ↗Liyao Tang, Yibing Zhan, Zhe Chen et al.204 citations
  45. Unpaired Deep Image Deraining Using Dual Contrastive Learning ↗Xiang Chen, Jinshan Pan, Kui Jiang et al.203 citations
  46. Negative-Aware Attention Framework for Image-Text Matching ↗Kun Zhang, Zhendong Mao, Quan Wang et al.202 citations
  47. Few-Shot Object Detection with Fully Cross-Transformer ↗Guangxing Han, Jiawei Ma, Shiyuan Huang et al.201 citations
  48. Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation ↗Yuenan Hou, Xinge Zhu, Yuexin Ma et al.201 citations
  49. Robust Federated Learning with Noisy and Heterogeneous Clients ↗Xiuwen Fang, Mang Ye201 citations
  50. Correlation-Aware Deep Tracking ↗Fei Xie, Chunyu Wang, Guangting Wang et al.200 citations
  51. Neural Head Avatars from Monocular RGB Videos ↗Philip-William Grassal, Malte Prinzler, Titus Leistner et al.200 citations
  52. Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning ↗Liangqiong Qu, Yuyin Zhou, Paul Pu Liang et al.200 citations
  53. Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation ↗Qi Chen, Lingxiao Yang, Jianhuang Lai et al.200 citations
  54. Deblur-NeRF: Neural Radiance Fields from Blurry Images ↗Li Ma, Xiaoyu Li, Jing Liao et al.198 citations
  55. Perception Prioritized Training of Diffusion Models ↗Jooyoung Choi, Jungbeom Lee, Chaehun Shin et al.198 citations
  56. StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 ↗Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny197 citations
  57. HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening ↗Wele Gedara Chaminda Bandara, Vishal M. Patel196 citations
  58. IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation ↗Lingtong Kong, Boyuan Jiang, Donghao Luo et al.196 citations
  59. Omnivore: A Single Model for Many Visual Modalities ↗Rohit Girdhar, Mannat Singh, Nikhila Ravi et al.196 citations
  60. GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning ↗Chenxin Xu, Maosen Li, Zhenyang Ni et al.195 citations
  61. ScanQA: 3D Question Answering for Spatial Scene Understanding ↗Daichi Azuma, Taiki Miyanishi, Shuhei Kurita et al.195 citations
  62. Unified Contrastive Learning in Image-Text-Label Space ↗Jianwei Yang, Chunyuan Li, Pengchuan Zhang et al.195 citations
  63. Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast ↗Ye Du, Zehua Fu, Qingjie Liu et al.195 citations
  64. Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots ↗Zejin Wang, Jiazheng Liu, Guoqing Li et al.194 citations
  65. Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization ↗Xin Jin, Tianyu He, Kecheng Zheng et al.194 citations
  66. EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation ↗Hansheng Chen, Pichao Wang, Fan Wang et al.194 citations
  67. NFormer: Robust Person Re-identification with Neighbor Transformer ↗Haochen Wang, Jiayi Shen, Yongtuo Liu et al.194 citations
  68. SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation ↗Tao Sun, Mattia Segù, Janis Postels et al.194 citations
  69. I M Avatar: Implicit Morphable Head Avatars from Videos ↗Yufeng Zheng, Victoria Fernández Abrevaya, Marcel C. Bühler et al.193 citations
  70. Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning ↗Matías Mendieta, Taojiannan Yang, Pu Wang et al.193 citations
  71. AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation ↗Paritosh Mittal, Yen-Chi Cheng, Maneesh Kumar Singh et al.192 citations
  72. L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation ↗Peng-Tao Jiang, Yuqi Yang, Qibin Hou et al.192 citations
  73. Patch Slimming for Efficient Vision Transformers ↗Yehui Tang, Kai Han, Yunhe Wang et al.192 citations
  74. Towards Language-Free Training for Text-to-Image Generation ↗Yufan Zhou, Ruiyi Zhang, Changyou Chen et al.192 citations
  75. CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation ↗Jinheng Xie, Xianxu Hou, Kai Ye et al.191 citations
  76. Balanced MSE for Imbalanced Visual Regression ↗Jiawei Ren, Mingyuan Zhang, Cunjun Yu et al.190 citations
  77. Learning from All Vehicles ↗Dian Chen, Philipp Krähenbühl189 citations
  78. VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning ↗Jun Chen, Han Guo, Kai Yi et al.189 citations
  79. Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification ↗Zongbo Han, Fan Yang, Junzhou Huang et al.188 citations
  80. ZebraPose: Coarse to Fine Surface Encoding for 6DoF Object Pose Estimation ↗Yongzhi Su, Mahdi Saleh, Torben Fetzer et al.188 citations
  81. Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection ↗Choubo Ding, Guansong Pang, Chunhua Shen187 citations
  82. RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion ↗Han Xu, Jiayi Ma, Jiteng Yuan et al.187 citations
  83. Lepard: Learning partial point cloud matching in rigid and deformable scenes ↗Yang Li, Tatsuya Harada186 citations
  84. Spiking Transformers for Event-based Single Object Tracking ↗Jiqing Zhang, Bo Dong, Haiwei Zhang et al.186 citations
  85. Neural Rays for Occlusion-aware Image-based Rendering ↗Yuan Liu, Sida Peng, Lingjie Liu et al.185 citations
  86. Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference ↗Shell Xu Hu, Da Li, Jan Stühmer et al.185 citations
  87. TransVPR: Transformer-Based Place Recognition with Multi-Level Attention Aggregation ↗Ruotong Wang, Yanqing Shen, Weiliang Zuo et al.185 citations
  88. UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection ↗Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu et al.185 citations
  89. Deep Hierarchical Semantic Segmentation ↗Liulei Li, Tianfei Zhou, Wenguan Wang et al.184 citations
  90. SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration ↗Zhi Chen, Kun Sun, Fan Yang et al.184 citations
  91. UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning ↗Nazmul Karim, Mamshad Nayeem Rizve, Nazanin Rahnavard et al.184 citations
  92. Text to Image Generation with Semantic-Spatial Aware GAN ↗Wentong Liao, Kai Hu, Michael Ying Yang et al.183 citations
  93. Are Multimodal Transformers Robust to Missing Modality? ↗Mengmeng Ma, Jian Ren, Long Zhao et al.182 citations
  94. General Facial Representation Learning in a Visual-Linguistic Manner ↗Yinglin Zheng, Hao Yang, Ting Zhang et al.182 citations
  95. Depth-Aware Generative Adversarial Network for Talking Head Video Generation ↗Fa-Ting Hong, Longhao Zhang, Li Shen et al.181 citations
  96. Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation ↗Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi et al.180 citations
  97. Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning ↗Kai Zhu, Wei Zhai, Yang Hua Cao et al.179 citations
  98. UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection ↗Ye Liu, Siyuan Li, Yang Wu et al.179 citations
  99. A Keypoint-based Global Association Network for Lane Detection ↗Jinsheng Wang, Yinchao Ma, Shaofei Huang et al.178 citations
  100. Robust Invertible Image Steganography ↗Youmin Xu, Chong Mou, Yujie Hu et al.178 citations

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