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

2,077 papers · page 6 of 21 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022

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  1. Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation ↗Zechun Liu, Kwang-Ting Tim Cheng, Dong Huang et al.115 citations
  2. Revisiting Random Channel Pruning for Neural Network Compression ↗Yawei Li, Kamil Adamczewski, Wen Li et al.115 citations
  3. Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations ↗Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot et al.115 citations
  4. FreeSOLO: Learning to Segment Objects without Annotations ↗Xinlong Wang, Zhiding Yu, Shalini De Mello et al.114 citations
  5. Joint Global and Local Hierarchical Priors for Learned Image Compression ↗Jun-Hyuk Kim, Byeongho Heo, Jong‐Seok Lee114 citations
  6. Multi-Granularity Alignment Domain Adaptation for Object Detection ↗Wenzhang Zhou, Dawei Du, Libo Zhang et al.114 citations
  7. QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation ↗Xueqi Hu, Xinyue Zhou, Qiusheng Huang et al.114 citations
  8. Semi-supervised Semantic Segmentation with Error Localization Network ↗Donghyeon Kwon, Suha Kwak114 citations
  9. Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation ↗Linfeng Zhang, Xin Chen, Xiaobing Tu et al.114 citations
  10. Crafting Better Contrastive Views for Siamese Representation Learning ↗Xiangyu Peng, Kai Wang, Zheng Zhu et al.113 citations
  11. Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection ↗Jingqun Tang, Wenqing Zhang, Hongye Liu et al.113 citations
  12. Fine-Grained Object Classification via Self-Supervised Pose Alignment ↗Xuhui Yang, Yaowei Wang, Ke Chen et al.113 citations
  13. HyperInverter: Improving StyleGAN Inversion via Hypernetwork ↗Tan M. Dinh, Anh Tuan Tran, Rang M. H. Nguyen et al.113 citations
  14. Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data ↗Corentin Sautier, Gilles Puy, Spyros Gidaris et al.113 citations
  15. Interacting Attention Graph for Single Image Two-Hand Reconstruction ↗Mengcheng Li, Liang An, Hongwen Zhang et al.113 citations
  16. Light Field Neural Rendering ↗Mohammed Suhail, Carlos Esteves, Leonid Sigal et al.113 citations
  17. Multi-View Transformer for 3D Visual Grounding ↗Shijia Huang, Yilun Chen, Jiaya Jia et al.113 citations
  18. Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting ↗Min Shi, Hao Lü, Feng Chen et al.113 citations
  19. The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation ↗Lin Li, Long Chen, Yifeng Huang et al.113 citations
  20. VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution ↗Zeyuan Chen, Yinbo Chen, Jingwen Liu et al.113 citations
  21. What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors ↗Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei et al.113 citations
  22. WildNet: Learning Domain Generalized Semantic Segmentation from the Wild ↗Suhyeon Lee, Hongje Seong, Seongwon Lee et al.113 citations
  23. β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search ↗Peng Ye, Baopu Li, Yikang Li et al.113 citations
  24. CLIP-Event: Connecting Text and Images with Event Structures ↗Manling Li, Ruochen Xu, Shuohang Wang et al.111 citations
  25. FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis ↗Yu Feng, Benteng Ma, Jing Zhang et al.111 citations
  26. GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning ↗Rishabh Tiwari, Krishnateja Killamsetty, Rishabh Iyer et al.111 citations
  27. Hierarchical Modular Network for Video Captioning ↗Hanhua Ye, Guorong Li, Yuankai Qi et al.111 citations
  28. MISF:Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting ↗Xiaoguang Li, Qing Guo, Di Lin et al.111 citations
  29. PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images ↗Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss et al.111 citations
  30. Sub-word Level Lip Reading With Visual Attention ↗K R Prajwal, Triantafyllos Afouras, Andrew Zisserman111 citations
  31. Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds ↗Chaoda Zheng, Xu Yan, Haiming Zhang et al.110 citations
  32. Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification ↗Yang Liu, Weifeng Zhang, Chao Jian Xiang et al.110 citations
  33. MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image ↗Xingyu Chen, Yufeng Liu, Yajiao Dong et al.110 citations
  34. Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction ↗Zhihao Hu, Guo Sheng Lu, Jinyang Guo et al.108 citations
  35. Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks ↗Chanyong Jung, Gihyun Kwon, Jong Chul Ye108 citations
  36. MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection ↗Rui Dai, Srijan Das, Kumara Kahatapitiya et al.108 citations
  37. Nested Collaborative Learning for Long-Tailed Visual Recognition ↗Jun Li, Zichang Tan, Jun Wan et al.108 citations
  38. Occlusion-Aware Cost Constructor for Light Field Depth Estimation ↗Yingqian Wang, Longguang Wang, Zhengyu Liang et al.108 citations
  39. RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution ↗Zhicheng Geng, Luming Liang, Tianyu Ding et al.108 citations
  40. CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image ↗Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son et al.107 citations
  41. Glass Segmentation using Intensity and Spectral Polarization Cues ↗Haiyang Mei, Bo Dong, Wen Dong et al.107 citations
  42. PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures ↗Dan Hendrycks, Andy Zou, Mantas Mazeika et al.107 citations
  43. Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin ↗Hangyu Li, Nannan Wang, Xi Yang et al.107 citations
  44. A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution ↗Jianqi Ma, Zhetong Liang, Lei Zhang106 citations
  45. Bijective Mapping Network for Shadow Removal ↗Yurui Zhu, Jie Huang, Xueyang Fu et al.105 citations
  46. HairCLIP: Design Your Hair by Text and Reference Image ↗Tianyi Wei, Dongdong Chen, Wenbo Zhou et al.105 citations
  47. Burst Image Restoration and Enhancement ↗Akshay A. Dudhane, Syed Waqas Zamir, Salman Hameed Khan et al.104 citations
  48. Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation ↗Ruihuang Li, Shuai Li, Chenhang He et al.104 citations
  49. Delving Deep into the Generalization of Vision Transformers under Distribution Shifts ↗Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang et al.104 citations
  50. FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset ↗Lizhen Wang, Zhiyuan Chen, Tao Yu et al.104 citations
  51. Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization ↗Ziqi Zhou, Lei Qi, Xin She Yang et al.104 citations
  52. Generating Representative Samples for Few-Shot Classification ↗Jingyi Xu, Hieu Le104 citations
  53. HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization ↗Mengtian Li, Yuan Xie, Yunhang Shen et al.104 citations
  54. Online Convolutional Reparameterization ↗Mu Hai Hu, Junyi Feng, Jiashen Hua et al.104 citations
  55. Reduce Information Loss in Transformers for Pluralistic Image Inpainting ↗Qiankun Liu, Zhentao Tan, Dongdong Chen et al.104 citations
  56. Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding ↗Jiabo Ye, Junfeng Tian, Ming Yan et al.104 citations
  57. Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation ↗Jiaming Zhang, Kailun Yang, Chaoxiang Ma et al.103 citations
  58. BppAttack: Stealthy and Efficient Trojan Attacks against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning ↗Zhenting Wang, Juan Zhai, Shiqing Ma103 citations
  59. Debiased Learning from Naturally Imbalanced Pseudo-Labels ↗Xudong Wang, Zhirong Wu, Long Lian et al.103 citations
  60. Style Neophile: Constantly Seeking Novel Styles for Domain Generalization ↗Juwon Kang, SoHyun Lee, Namyup Kim et al.103 citations
  61. Towards Principled Disentanglement for Domain Generalization ↗Hanlin Zhang, Yifan Zhang, Weiyang Liu et al.103 citations
  62. Cross Modal Retrieval with Querybank Normalisation ↗Simion-Vlad Bogolin, Ioana Croitoru, Hailin Jin et al.102 citations
  63. IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images ↗Kai Zhang, Fujun Luan, Zhengqi Li et al.102 citations
  64. Multi-Frame Self-Supervised Depth with Transformers ↗Vitor Guizilini, Rareş Ambruş, Dian Chen et al.102 citations
  65. Self-Distillation from the Last Mini-Batch for Consistency Regularization ↗Yiqing Shen, Liwu Xu, Yuzhe Yang et al.102 citations
  66. NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction ↗Xiaoshuai Zhang, Sai Bi, Kalyan Sunkavalli et al.101 citations
  67. RSCFed: Random Sampling Consensus Federated Semi-supervised Learning ↗Xiaoxiao Liang, Yiqun Lin, Huazhu Fu et al.101 citations
  68. TransMix: Attend to Mix for Vision Transformers ↗Jie-Neng Chen, Shuyang Sun, He Ju et al.101 citations
  69. Affine Medical Image Registration with Coarse-to-Fine Vision Transformer ↗Tony C. W. Mok, Albert C. S. Chung100 citations
  70. High-resolution Face Swapping via Latent Semantics Disentanglement ↗Yangyang Xu, Bailin Deng, Junle Wang et al.100 citations
  71. Learning to Deblur using Light Field Generated and Real Defocus Images ↗Lingyan Ruan, Bin Chen, Jizhou Li et al.100 citations
  72. When Does Contrastive Visual Representation Learning Work? ↗Elijah Cole, Xuan Yang, Michael J. Wilber et al.100 citations
  73. CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision ↗Ke Zhang, Xiahai Zhuang99 citations
  74. FS6D: Few-Shot 6D Pose Estimation of Novel Objects ↗Yisheng He, Yao Wang, Haoqiang Fan et al.99 citations
  75. Implicit Motion Handling for Video Camouflaged Object Detection ↗Xuelian Cheng, Huan Xiong, Deng-Ping Fan et al.99 citations
  76. Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes ↗Hongsuk Choi, Gyeongsik Moon, JoonKyu Park et al.99 citations
  77. Robust Optimization as Data Augmentation for Large-scale Graphs ↗Kezhi Kong, Guohao Li, Mucong Ding et al.99 citations
  78. ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching ↗Yan Shi, Jun-Xiong Cai, Yoli Shavit et al.98 citations
  79. Exploring Domain-Invariant Parameters for Source Free Domain Adaptation ↗Fan Wang, Zhongyi Han, Yongshun Gong et al.98 citations
  80. Exploring Dual-task Correlation for Pose Guided Person Image Generation ↗Pengze Zhang, Lingxiao Yang, Jianhuang Lai et al.98 citations
  81. Learning to generate line drawings that convey geometry and semantics ↗Caroline Chan, Frédo Durand, Phillip Isola98 citations
  82. SAR-Net: Shape Alignment and Recovery Network for Category-level 6D Object Pose and Size Estimation ↗Haitao Lin, Zichang Liu, Chilam Cheang et al.98 citations
  83. Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning ↗Xiangyu Li, Xu Yang, Kun Wei et al.98 citations
  84. BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning ↗Zhi Hou, Baosheng Yu, Dacheng Tao97 citations
  85. FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback ↗Sonam Goenka, Zhaoheng Zheng, Ayush Jaiswal et al.97 citations
  86. Global Matching with Overlapping Attention for Optical Flow Estimation ↗Shiyu Zhao, Long Zhao, Zhixing Zhang et al.97 citations
  87. Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation ↗Binhui Xie, Longhui Yuan, Shuang Li et al.97 citations
  88. VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention ↗Shengheng Deng, Zhihao Liang, Lin Sun et al.97 citations
  89. Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image ↗Yujiao Shi, Hongdong Li96 citations
  90. Cross Domain Object Detection by Target-Perceived Dual Branch Distillation ↗Mengzhe He, Yali Wang, Jiaxi Wu et al.96 citations
  91. Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion ↗Evonne Ng, Hanbyul Joo, Liwen Hu et al.96 citations
  92. Moving Window Regression: A Novel Approach to Ordinal Regression ↗Nyeong-Ho Shin, Seon‐Ho Lee, Chang‐Su Kim96 citations
  93. OSOP: A Multi-Stage One Shot Object Pose Estimation Framework ↗Ivan Shugurov, Fu Li, Benjamin Busam et al.96 citations
  94. Shape-invariant 3D Adversarial Point Clouds ↗Qidong Huang, Xiaoyi Dong, Dongdong Chen et al.96 citations
  95. Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds ↗Minhyun Lee, Dongseob Kim, Hyunjung Shim96 citations
  96. DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis ↗Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway et al.95 citations
  97. Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint ↗Jiaxi Wu, Jiaxin Chen, Di Huang95 citations
  98. Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection ↗Yong Zhang, Yingwei Pan, Ting Yao et al.95 citations
  99. Image Disentanglement Autoencoder for Steganography without Embedding ↗Xiyao Liu, Ziping Ma, Junxing Ma et al.95 citations
  100. Label Matching Semi-Supervised Object Detection ↗Binbin Chen, Weijie Chen, Shicai Yang et al.95 citations

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