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IEEE Transactions on Pattern Analysis and Machine Intelligence 2023: all accepted papers

679 papers · page 1 of 7 · the most cited first · ← IEEE Transactions on Pattern Analysis and Machine Intelligence 2023

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  1. Diffusion Models in Vision: A Survey ↗Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.1,859 citations
  2. Multimodal Learning With Transformers: A Survey ↗Peng Xu, Xiatian Zhu, David Andrew Clifton1,020 citations
  3. Transfer Learning in Deep Reinforcement Learning: A Survey ↗Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.846 citations
  4. Deep Long-Tailed Learning: A Survey ↗Yifan Zhang, Bingyi Kang, Bryan Hooi et al.769 citations
  5. Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗Gong Cheng, Xiang Yuan, Xiwen Yao et al.659 citations
  6. UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗Kunchang Li, Yali Wang, Junhao Zhang et al.616 citations
  7. Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗Lei Huang, Jie Qin, Yi Zhou et al.537 citations
  8. LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.493 citations
  9. Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗Ozan Özdenizci, Robert A. Legenstein469 citations
  10. Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf et al.395 citations
  11. Visible and Infrared Image Fusion Using Deep Learning ↗Xingchen Zhang, Yiannis Demiris392 citations
  12. Structured Pruning for Deep Convolutional Neural Networks: A Survey ↗Yang He, Lingao Xiao363 citations
  13. Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering ↗Yang Liu, Guanbin Li, Liang Lin348 citations
  14. MetaFormer Baselines for Vision ↗Weihao Yu, Chenyang Si, Pan Zhou et al.331 citations
  15. CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention ↗Wenxiao Wang, Wei Chen, Qibo Qiu et al.318 citations
  16. Unsupervised Domain Adaptation of Object Detectors: A Survey ↗Poojan Oza, Vishwanath A. Sindagi, Vibashan VS et al.302 citations
  17. MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion ↗Han Xu, Jiteng Yuan, Jiayi Ma288 citations
  18. GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer ↗Zheng Qin, Hao Yu, Changjian Wang et al.279 citations
  19. Attention Spiking Neural Networks ↗Man Yao, Guangshe Zhao, Hengyu Zhang et al.266 citations
  20. Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations ↗Yao Rong, Tobias Leemann, Thai-trang Nguyen et al.264 citations
  21. Image Restoration via Frequency Selection ↗Yuning Cui, Wenqi Ren, Xiaochun Cao et al.259 citations
  22. Large Scale Visual Food Recognition ↗Weiqing Min, Zhiling Wang, Yuxin Liu et al.253 citations
  23. Unifying Flow, Stereo and Depth Estimation ↗Haofei Xu, Jing Zhang, Jianfei Cai et al.245 citations
  24. RelTR: Relation Transformer for Scene Graph Generation ↗Yuren Cong, Michael Ying Yang, Bodo Rosenhahn239 citations
  25. Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification ↗Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al.221 citations
  26. Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection ↗Chen Wu, Bo Du, Liangpei Zhang213 citations
  27. SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation ↗Binhui Xie, Shuang Li, Mingjia Li et al.211 citations
  28. HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding ↗Xiaosong Jia, Penghao Wu, Li Chen et al.210 citations
  29. Geometry- and Accuracy-Preserving Random Forest Proximities ↗Jake S. Rhodes, Adele Cutler, Kevin R. Moon189 citations
  30. Conformer: Local Features Coupling Global Representations for Recognition and Detection ↗Zhiliang Peng, Zonghao Guo, Wei Huang et al.187 citations
  31. When Object Detection Meets Knowledge Distillation: A Survey ↗Zhihui Li, Pengfei Xu, Xiaojun Chang et al.185 citations
  32. Base and Meta: A New Perspective on Few-Shot Segmentation ↗Chunbo Lang, Gong Cheng, Binfei Tu et al.181 citations
  33. The Impact of Adversarial Attacks on Federated Learning: A Survey ↗K. Naveen Kumar, Chalavadi Krishna Mohan, Linga Reddy Cenkeramaddi180 citations
  34. Anti-UAV410: A Thermal Infrared Benchmark and Customized Scheme for Tracking Drones in the Wild ↗Bo Huang, Jianan Li, Junjie Chen et al.179 citations
  35. Contrastive Masked Autoencoders are Stronger Vision Learners ↗Zhicheng Huang, Xiaojie Jin, Cheng-Ze Lu et al.174 citations
  36. Dual Vision Transformer ↗Ting Yao, Yehao Li, Yingwei Pan et al.174 citations
  37. Delving Into the Devils of Bird’s-Eye-View Perception: A Review, Evaluation and Recipe ↗Hongyang Li, Chonghao Sima, Jifeng Dai et al.170 citations
  38. Video Transformers: A Survey ↗Javier Selva, Anders Skaarup Johansen, Sérgio Escalera et al.169 citations
  39. GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation ↗Zheng Lian, Lan Chen, Licai Sun et al.160 citations
  40. RayMVSNet++: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo ↗Yifei Shi, Junhua Xi, Dewen Hu et al.160 citations
  41. Recovering 3D Human Mesh From Monocular Images: A Survey ↗Yating Tian, Hongwen Zhang, Yebin Liu et al.160 citations
  42. AdaPoinTr: Diverse Point Cloud Completion With Adaptive Geometry-Aware Transformers ↗Xumin Yu, Yongming Rao, Ziyi Wang et al.159 citations
  43. DN-DETR: Accelerate DETR Training by Introducing Query DeNoising ↗Feng Li, Hao Zhang, Shilong Liu et al.156 citations
  44. Unsupervised Point Cloud Representation Learning With Deep Neural Networks: A Survey ↗Aoran Xiao, Jiaxing Huang, Dayan Guan et al.155 citations
  45. ViTPose++: Vision Transformer for Generic Body Pose Estimation ↗Yufei Xu, Jing Zhang, Qiming Zhang et al.155 citations
  46. A Survey on Label-Efficient Deep Image Segmentation: Bridging the Gap Between Weak Supervision and Dense Prediction ↗Wei Shen, Zelin Peng, Xuehui Wang et al.152 citations
  47. Guaranteed Tensor Recovery Fused Low-rankness and Smoothness ↗Hailin Wang, Jiangjun Peng, Wenjin Qin et al.152 citations
  48. QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking ↗Tobias Fischer, T. Huang, Jiangmiao Pang et al.152 citations
  49. 3D Object Detection From Images for Autonomous Driving: A Survey ↗Xinzhu Ma, Wanli Ouyang, Andrea Simonelli et al.147 citations
  50. Contrastive Multi-View Kernel Learning ↗Jiyuan Liu, Xinwang Liu, Yuexiang Yang et al.146 citations
  51. SignBERT+: Hand-Model-Aware Self-Supervised Pre-Training for Sign Language Understanding ↗Hezhen Hu, Weichao Zhao, Wengang Zhou et al.144 citations
  52. PyMAF-X: Towards Well-Aligned Full-Body Model Regression From Monocular Images ↗Hongwen Zhang, Yating Tian, Yuxiang Zhang et al.142 citations
  53. Multimodal Image Synthesis and Editing: The Generative AI Era ↗Fangneng Zhan, Yingchen Yu, Rongliang Wu et al.141 citations
  54. Dataset Distillation: A Comprehensive Review ↗Ruonan Yu, Songhua Liu, Xinchao Wang139 citations
  55. RoReg: Pairwise Point Cloud Registration With Oriented Descriptors and Local Rotations ↗Haiping Wang, Yuan Liu, Qingyong Hu et al.138 citations
  56. Zero-Shot Hyperspectral Sharpening ↗Renwei Dian, Anjing Guo, Shutao Li135 citations
  57. Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features ↗Changde Du, Kaicheng Fu, Jinpeng Li et al.132 citations
  58. Sparse R-CNN: An End-to-End Framework for Object Detection ↗Peize Sun, Rufeng Zhang, Yi Fan Jiang et al.131 citations
  59. Mutual-Assistance Learning for Object Detection ↗Xingxing Xie, Chunbo Lang, Shicheng Miao et al.124 citations
  60. CycleMLP: A MLP-Like Architecture for Dense Visual Predictions ↗Shoufa Chen, Enze Xie, Chongjian Ge et al.123 citations
  61. Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes ↗Chengyang Li, Heng Zhou, Yang Liu et al.123 citations
  62. DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition ↗Denis Coquenet, Clément Chatelain, Thierry Paquet121 citations
  63. Accurate and Efficient Stereo Matching via Attention Concatenation Volume ↗Gangwei Xu, Yun Wang, Junda Cheng et al.117 citations
  64. Monocular Depth Estimation: A Thorough Review ↗Vasileios Arampatzakis, George P. Pavlidis, Nikolaos Mitianoudis et al.114 citations
  65. Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection ↗Neelu Madan, Nicolae-Cătălin Ristea, Radu Tudor Ionescu et al.114 citations
  66. CenterNet++ for Object Detection ↗Kaiwen Duan, Song Bai, Lingxi Xie et al.112 citations
  67. Diverse Sample Generation: Pushing the Limit of Generative Data-Free Quantization ↗Haotong Qin, Yifu Ding, Xiangguo Zhang et al.112 citations
  68. A Comprehensive Survey of Dataset Distillation ↗Shiye Lei, Dacheng Tao111 citations
  69. DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography ↗Dong Liu, Junwu Wang, Qianxue Shan et al.111 citations
  70. GFNet: Global Filter Networks for Visual Recognition ↗Yongming Rao, Wenliang Zhao, Zheng Dong Zhu et al.111 citations
  71. Recent Advances for Quantum Neural Networks in Generative Learning ↗Jinkai Tian, Xiaoyu Sun, Yuxuan Du et al.111 citations
  72. Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN ↗Yangfan Hu, Qian Zheng, Xudong Jiang et al.110 citations
  73. Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition ↗Chuanguang Yang, Zhulin An, Helong Zhou et al.109 citations
  74. Temporal Action Segmentation: An Analysis of Modern Techniques ↗Guodong Ding, Fadime Şener, Angela Yao107 citations
  75. Human-Guided Reinforcement Learning With Sim-to-Real Transfer for Autonomous Navigation ↗Jingda Wu, Yanxin Zhou, Haohan Yang et al.106 citations
  76. Local-Global Context Aware Transformer for Language-Guided Video Segmentation ↗Chen Liang, Wenguan Wang, Tianfei Zhou et al.105 citations
  77. SC-DepthV3: Robust Self-Supervised Monocular Depth Estimation for Dynamic Scenes ↗Libo Sun, Jia-Wang Bian, Huangying Zhan et al.105 citations
  78. Towards Real-World Visual Tracking With Temporal Contexts ↗Ziang Cao, Ziyuan Huang, Liang Pan et al.105 citations
  79. Human Motion Generation: A Survey ↗Wentao Zhu, Xiaoxuan Ma, Dongwoo Ro et al.104 citations
  80. Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches ↗Shreya Ghosh, Abhinav Dhall, Munawar Hayat et al.102 citations
  81. Generalizing Graph Neural Networks on Out-of-Distribution Graphs ↗Shaohua Fan, Xiao Wang, Chuan Shi et al.102 citations
  82. Localization Distillation for Object Detection ↗Zhaohui Zheng, Rongguang Ye, Qibin Hou et al.102 citations
  83. Cross-Modal Retrieval With Partially Mismatched Pairs ↗Peng Hu, Zhenyu Huang, Dezhong Peng et al.101 citations
  84. Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation ↗Linshan Wu, Leyuan Fang, Xingxin He et al.98 citations
  85. Channel Augmentation for Visible-Infrared Re-Identification ↗Mang Ye, Zesen Wu, Cuiqun Chen et al.97 citations
  86. Progressive Instance-Aware Feature Learning for Compositional Action Recognition ↗Rui Yan, Lingxi Xie, Xiangbo Shu et al.95 citations
  87. TransVG++: End-to-End Visual Grounding With Language Conditioned Vision Transformer ↗Jiajun Deng, Zhengyuan Yang, Daqing Liu et al.95 citations
  88. A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond ↗Yisheng Xiao, Lijun Wu, Junliang Guo et al.94 citations
  89. QARV: Quantization-Aware ResNet VAE for Lossy Image Compression ↗Zhihao Duan, Ming Lu, Jack Ma et al.94 citations
  90. AGConv: Adaptive Graph Convolution on 3D Point Clouds ↗Mingqiang Wei, Zeyong Wei, Haoran Zhou et al.93 citations
  91. LibFewShot: A Comprehensive Library for Few-Shot Learning ↗Wenbin Li, Ziyi Wang, Xuesong Yang et al.93 citations
  92. PDC-Net+: Enhanced Probabilistic Dense Correspondence Network ↗Prune Truong, Martin Danelljan, Radu Timofte et al.93 citations
  93. FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery ↗Zhuo Zheng, Yanfei Zhong, Junjue Wang et al.91 citations
  94. Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving ↗Xiangkun He, Jingda Wu, Zhiyu Huang et al.91 citations
  95. Neighbourhood Representative Sampling for Efficient End-to-End Video Quality Assessment ↗Haoning Wu, Chaofeng Chen, Liang Liao et al.88 citations
  96. Sparse Bayesian Learning for End-to-End EEG Decoding ↗Wenlong Wang, Feifei Qi, David Wipf et al.88 citations
  97. TokenCut: Segmenting Objects in Images and Videos With Self-Supervised Transformer and Normalized Cut ↗Yangtao Wang, Xi Shen, Yuan Yuan et al.87 citations
  98. Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery ↗Yisi Luo, Xi-Le Zhao, Zhemin Li et al.86 citations
  99. Temporal Sentence Grounding in Videos: A Survey and Future Directions ↗Hao Zhang, Aixin Sun, Wei Jing et al.85 citations
  100. Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning ↗Wenke Huang, Mang Ye, Zekun Shi et al.82 citations

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