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

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

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  1. Neural 3D Video Synthesis from Multi-view Video ↗Tianye Li, Mira Slavcheva, Michael Zollhöfer et al.387 citations
  2. Focal and Global Knowledge Distillation for Detectors ↗Zhendong Yang, Zhe Li, Xiaohu Jiang et al.380 citations
  3. Rethinking Semantic Segmentation: A Prototype View ↗Tianfei Zhou, Wenguan Wang, Ender Konukoğlu et al.376 citations
  4. DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion ↗Peize Sun, Jinkun Cao, Yi Jiang et al.374 citations
  5. FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction ↗Liang Gao, Huazhu Fu, Li Li et al.374 citations
  6. Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning ↗Lin Zhang, Li Shen, Liang Ding et al.371 citations
  7. Neural Window Fully-connected CRFs for Monocular Depth Estimation ↗Weihao Yuan, Xiaodong Gu, Zuozhuo Dai et al.361 citations
  8. Dense Depth Priors for Neural Radiance Fields from Sparse Input Views ↗Barbara Roessle, Jonathan T. Barron, Ben Mildenhall et al.358 citations
  9. DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion ↗Arthur Douillard, Alexandre Ramé, Guillaume Couairon et al.357 citations
  10. Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model ↗Yu Du, Fangyun Wei, Zihe Zhang et al.354 citations
  11. Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction ↗Yuanhao Cai, Jing Lin, Xiaowan Hu et al.353 citations
  12. MPViT: Multi-Path Vision Transformer for Dense Prediction ↗Youngwan Lee, Jonghee Kim, Jeffrey Willette et al.351 citations
  13. Balanced Multimodal Learning via On-the-fly Gradient Modulation ↗Xiaokang Peng, Yake Wei, Andong Deng et al.349 citations
  14. NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images ↗Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla et al.349 citations
  15. An Empirical Study of Training End-to-End Vision-and-Language Transformers ↗Zi-Yi Dou, Yichong Xu, Zhe Gan et al.348 citations
  16. Extracting Triangular 3D Models, Materials, and Lighting From Images ↗Jacob Munkberg, Wenzheng Chen, Jon Hasselgren et al.347 citations
  17. Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation ↗Jiankun Li, Peisen Wang, Pengfei Xiong et al.345 citations
  18. CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields ↗Can Wang, Menglei Chai, Mingming He et al.343 citations
  19. TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation ↗Wenqiang Zhang, Zilong Huang, Guozhong Luo et al.340 citations
  20. Shunted Self-Attention via Multi-Scale Token Aggregation ↗Sucheng Ren, Daquan Zhou, Shengfeng He et al.339 citations
  21. A-ViT: Adaptive Tokens for Efficient Vision Transformer ↗Hongxu Yin, Arash Vahdat, José Manuel Álvarez et al.334 citations
  22. Learning What Not to Segment: A New Perspective on Few-Shot Segmentation ↗Chunbo Lang, Gong Cheng, Binfei Tu et al.333 citations
  23. Focal Sparse Convolutional Networks for 3D Object Detection ↗Yukang Chen, Yanwei Li, Xiangyu Zhang et al.325 citations
  24. CLRNet: Cross Layer Refinement Network for Lane Detection ↗Tu Zheng, Yifei Huang, Yang Liu et al.324 citations
  25. Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation ↗Yuyuan Liu, Yu Tian, Yuanhong Chen et al.319 citations
  26. Diffusion Autoencoders: Toward a Meaningful and Decodable Representation ↗Konpat Preechakul, Nattanat Chatthee, Suttisak Wizadwongsa et al.318 citations
  27. ICON: Implicit Clothed humans Obtained from Normals ↗Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas et al.318 citations
  28. Detecting Camouflaged Object in Frequency Domain ↗Yijie Zhong, Bo Li, Lv Tang et al.317 citations
  29. Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition ↗Yang Yang, Chaoyue Wang, Risheng Liu et al.317 citations
  30. DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis ↗Ming Tao, Hao Tang, Fei Wu et al.313 citations
  31. Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion ↗Tianpei Gu, Guangyi Chen, Junlong Li et al.313 citations
  32. VL-ADAPTER: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks ↗Yi-Lin Sung, Jaemin Cho, Mohit Bansal312 citations
  33. Cross-view Transformers for real-time Map-view Semantic Segmentation ↗Brady Zhou, Philipp Krähenbühl311 citations
  34. Multi-class Token Transformer for Weakly Supervised Semantic Segmentation ↗Lian Xu, Wanli Ouyang, Mohammed Bennamoun et al.305 citations
  35. Part-based Pseudo Label Refinement for Unsupervised Person Re-identification ↗Yoonki Cho, Woo Jae Kim, Seunghoon Hong et al.305 citations
  36. SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning ↗Kevin Lin, Linjie Li, Chung-Ching Lin et al.305 citations
  37. CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding ↗Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake et al.303 citations
  38. Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification ↗Jiangtao Xie, Fei Long, Peihua Li et al.302 citations
  39. PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer ↗Zitong Yu, Yuming Shen, Jingang Shi et al.300 citations
  40. Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection ↗Liang Chen, Yong Zhang, Yibing Song et al.300 citations
  41. The Devil Is in the Details: Window-based Attention for Image Compression ↗Renjie Zou, Chunfeng Song, Zhaoxiang Zhang300 citations
  42. Decoupling Zero-Shot Semantic Segmentation ↗Jian Ding, Nan Xue, Gui-Song Xia et al.296 citations
  43. Vision-Language Pre-Training with Triple Contrastive Learning ↗Jinyu Yang, Jiali Duan, Son Tran et al.295 citations
  44. Embracing Single Stride 3D Object Detector with Sparse Transformer ↗Lue Fan, Ziqi Pang, Tianyuan Zhang et al.293 citations
  45. MonoScene: Monocular 3D Semantic Scene Completion ↗Anh-Quan Cao, Raoul de Charette293 citations
  46. Multiview Transformers for Video Recognition ↗Yan Shen, Xuehan Xiong, Anurag Arnab et al.292 citations
  47. Attention Concatenation Volume for Accurate and Efficient Stereo Matching ↗Gangwei Xu, Junda Cheng, Peng Guo et al.291 citations
  48. Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection ↗Nicolae-Cătălin Ristea, Neelu Madan, Radu Tudor Ionescu et al.291 citations
  49. Deep Generalized Unfolding Networks for Image Restoration ↗Chong Mou, Qian Wang, Jian Zhang290 citations
  50. Text2Mesh: Text-Driven Neural Stylization for Meshes ↗Oscar Michel, Roi Bar‐On, Richard Liu et al.289 citations
  51. ViM: Out-Of-Distribution with Virtual-logit Matching ↗Haoqi Wang, Zhizhong Li, Litong Feng et al.289 citations
  52. Neural RGB-D Surface Reconstruction ↗Dejan Azinović, Ricardo Martin-Brualla, Dan B Goldman et al.288 citations
  53. On Aliased Resizing and Surprising Subtleties in GAN Evaluation ↗Gaurav Parmar, Richard Zhang, Jun-Yan Zhu285 citations
  54. Forward Compatible Few-Shot Class-Incremental Learning ↗Da-Wei Zhou, Fuyun Wang, Han-Jia Ye et al.281 citations
  55. Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers ↗Lixiang Ru, Yibing Zhan, Baosheng Yu et al.281 citations
  56. Learn from Others and Be Yourself in Heterogeneous Federated Learning ↗Wenke Huang, Mang Ye, Bo Du280 citations
  57. Autoregressive Image Generation using Residual Quantization ↗Doyup Lee, Chiheon Kim, Saehoon Kim et al.279 citations
  58. FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification ↗Qiang Zhang, Changzhou Lai, Jianan Liu et al.279 citations
  59. Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification ↗Mouxing Yang, Zhenyu Huang, Peng Hu et al.279 citations
  60. SoftGroup for 3D Instance Segmentation on Point Clouds ↗Thang Vu, Kookhoi Kim, Tung M. Luu et al.279 citations
  61. Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline ↗Pengyu Zhang, Jie Wen Zhao, Dong Wang et al.278 citations
  62. Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification ↗Haowei Zhu, Wenjing Ke, Dong Li et al.277 citations
  63. REGTR: End-to-end Point Cloud Correspondences with Transformers ↗Zi Jian Yew, Gim Hee Lee277 citations
  64. Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion ↗Xiaopei Wu, Liang Peng, Honghui Yang et al.277 citations
  65. Urban Radiance Fields ↗Konstantinos Rematas, Andrew Liu, Pratul Srinivasan et al.277 citations
  66. Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction ↗Hyungjin Chung, Byeongsu Sim, Jong Chul Ye275 citations
  67. Contrastive Test-Time Adaptation ↗Dian Chen, Dequan Wang, Trevor Jackson Darrell et al.272 citations
  68. Rethinking Visual Geo-localization for Large-Scale Applications ↗Gabriele Berton, Carlo Masone, Barbara Caputo272 citations
  69. TCTrack: Temporal Contexts for Aerial Tracking ↗Ziang Cao, Ziyuan Huang, Liang Pan et al.272 citations
  70. TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers ↗Yikang Ding, Wentao Yuan, Qingtian Zhu et al.267 citations
  71. Cross-Image Relational Knowledge Distillation for Semantic Segmentation ↗Chuanguang Yang, Helong Zhou, Zhulin An et al.265 citations
  72. FaceFormer: Speech-Driven 3D Facial Animation with Transformers ↗Yingruo Fan, Zhaojiang Lin, Jun Saito et al.263 citations
  73. Gait Recognition in the Wild with Dense 3D Representations and A Benchmark ↗Jinkai Zheng, Xinchen Liu, Wu Liu et al.260 citations
  74. Deblurring via Stochastic Refinement ↗Jay Whang, Mauricio Delbracio, Hossein Talebi et al.259 citations
  75. HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing ↗Yuval Alaluf, Omer Tov, Ron Mokady et al.259 citations
  76. Cross-Domain Adaptive Teacher for Object Detection ↗Yu-Jhe Li, Xiaoliang Dai, Chih‐Yao Ma et al.258 citations
  77. Boosting Crowd Counting via Multifaceted Attention ↗Hui Lin, Zhiheng Ma, Rongrong Ji et al.257 citations
  78. Clothes-Changing Person Re-identification with RGB Modality Only ↗Xinqian Gu, Hong Chang, Bingpeng Ma et al.256 citations
  79. EDTER: Edge Detection with Transformer ↗Mengyang Pu, Yaping Huang, Yuming Liu et al.253 citations
  80. AdaViT: Adaptive Vision Transformers for Efficient Image Recognition ↗Lingchen Meng, Hengduo Li, Bor-Chun Chen et al.252 citations
  81. CLIPstyler: Image Style Transfer with a Single Text Condition ↗Gihyun Kwon, Jong Chul Ye251 citations
  82. Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation ↗Jiaqi Gu, Hyoukjun Kwon, Dilin Wang et al.251 citations
  83. Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way ↗Qi Jia, Shuilian Yao, Yu Liu et al.251 citations
  84. Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization ↗Yabin Zhang, Minghan Li, Ruihuang Li et al.250 citations
  85. Multimodal Token Fusion for Vision Transformers ↗Yikai Wang, Xinghao Chen, Lele Cao et al.250 citations
  86. SimMatch: Semi-supervised Learning with Similarity Matching ↗Mingkai Zheng, Shan You, Lang Huang et al.248 citations
  87. StyleSwin: Transformer-based GAN for High-resolution Image Generation ↗Bowen Zhang, Shuyang Gu, Bo Zhang et al.247 citations
  88. Prompt Distribution Learning ↗Yuning Lu, Jianzhuang Liu, Yonggang Zhang et al.246 citations
  89. StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation ↗Roy Or-El, Xuan Luo, Mengyi Shan et al.245 citations
  90. Surface Representation for Point Clouds ↗Haoxi Ran, Jun Liu, Chengjie Wang245 citations
  91. Knowledge distillation: A good teacher is patient and consistent ↗Lucas Beyer, Xiaohua Zhai, Amélie Royer et al.243 citations
  92. Generalized Category Discovery ↗Sagar Vaze, Kai Hant, Andrea Vedaldi et al.241 citations
  93. High-Fidelity GAN Inversion for Image Attribute Editing ↗Tengfei Wang, Yong Zhang, Yanbo Fan et al.241 citations
  94. Local Texture Estimator for Implicit Representation Function ↗Jaewon Lee, Kyong Hwan Jin241 citations
  95. MeMOT: Multi-Object Tracking with Memory ↗Jiarui Cai, Mingze Xu, Wei Li et al.241 citations
  96. TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization ↗Sijie Zhu, Mubarak A. Shah, Chen Chen241 citations
  97. Dataset Distillation by Matching Training Trajectories ↗George Cazenavette, Tongzhou Wang, Antonio B. Torralba et al.240 citations
  98. Layer-wised Model Aggregation for Personalized Federated Learning ↗Xiaosong Ma, Jie Zhang, Song Guo et al.240 citations
  99. Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model ↗Wei‐Ting Chen, Zhi-Kai Huang, Cheng-Che Tsai et al.239 citations
  100. EMOCA: Emotion Driven Monocular Face Capture and Animation ↗Radek Daněček, Michael J. Black, Timo Bolkart238 citations

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