---
title: "IEEE Transactions on Pattern Analysis and Machine Intelligence"
description: "All 679 papers of IEEE Transactions on Pattern Analysis and Machine Intelligence 2023 · page 1 of 7, the most cited first; those with our…"
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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](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/)

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1. **[Diffusion Models in Vision: A Survey ↗](https://doi.org/10.1109/tpami.2023.3261988)**Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.*1,859 citations*
2. **[Multimodal Learning With Transformers: A Survey ↗](https://doi.org/10.1109/tpami.2023.3275156)**Peng Xu, Xiatian Zhu, David Andrew Clifton*1,020 citations*
3. **[Transfer Learning in Deep Reinforcement Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3292075)**Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.*846 citations*
4. **[Deep Long-Tailed Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3268118)**Yifan Zhang, Bingyi Kang, Bryan Hooi et al.*769 citations*
5. **[Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗](https://doi.org/10.1109/tpami.2023.3290594)**Gong Cheng, Xiang Yuan, Xiwen Yao et al.*659 citations*
6. **[UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗](https://doi.org/10.1109/tpami.2023.3282631)**Kunchang Li, Yali Wang, Junhao Zhang et al.*616 citations*
7. **[Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗](https://doi.org/10.1109/tpami.2023.3250241)**Lei Huang, Jie Qin, Yi Zhou et al.*537 citations*
8. **[LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗](https://doi.org/10.1109/tpami.2023.3268209)**Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.*493 citations*
9. **[Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗](https://doi.org/10.1109/tpami.2023.3238179)**Ozan Özdenizci, Robert A. Legenstein*469 citations*
10. **[Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗](https://doi.org/10.1109/tpami.2023.3263585)**Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf et al.*395 citations*
11. **[Visible and Infrared Image Fusion Using Deep Learning ↗](https://doi.org/10.1109/tpami.2023.3261282)**Xingchen Zhang, Yiannis Demiris*392 citations*
12. **[Structured Pruning for Deep Convolutional Neural Networks: A Survey ↗](https://doi.org/10.1109/tpami.2023.3334614)**Yang He, Lingao Xiao*363 citations*
13. **[Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering ↗](https://doi.org/10.1109/tpami.2023.3284038)**Yang Liu, Guanbin Li, Liang Lin*348 citations*
14. **[MetaFormer Baselines for Vision ↗](https://doi.org/10.1109/tpami.2023.3329173)**Weihao Yu, Chenyang Si, Pan Zhou et al.*331 citations*
15. **[CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention ↗](https://doi.org/10.1109/tpami.2023.3341806)**Wenxiao Wang, Wei Chen, Qibo Qiu et al.*318 citations*
16. **[Unsupervised Domain Adaptation of Object Detectors: A Survey ↗](https://doi.org/10.1109/tpami.2022.3217046)**Poojan Oza, Vishwanath A. Sindagi, Vibashan VS et al.*302 citations*
17. **[MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion ↗](https://doi.org/10.1109/tpami.2023.3283682)**Han Xu, Jiteng Yuan, Jiayi Ma*288 citations*
18. **[GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer ↗](https://doi.org/10.1109/tpami.2023.3259038)**Zheng Qin, Hao Yu, Changjian Wang et al.*279 citations*
19. **[Attention Spiking Neural Networks ↗](https://doi.org/10.1109/tpami.2023.3241201)**Man Yao, Guangshe Zhao, Hengyu Zhang et al.*266 citations*
20. **[Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations ↗](https://doi.org/10.1109/tpami.2023.3331846)**Yao Rong, Tobias Leemann, Thai-trang Nguyen et al.*264 citations*
21. **[Image Restoration via Frequency Selection ↗](https://doi.org/10.1109/tpami.2023.3330416)**Yuning Cui, Wenqi Ren, Xiaochun Cao et al.*259 citations*
22. **[Large Scale Visual Food Recognition ↗](https://doi.org/10.1109/tpami.2023.3237871)**Weiqing Min, Zhiling Wang, Yuxin Liu et al.*253 citations*
23. **[Unifying Flow, Stereo and Depth Estimation ↗](https://doi.org/10.1109/tpami.2023.3298645)**Haofei Xu, Jing Zhang, Jianfei Cai et al.*245 citations*
24. **[RelTR: Relation Transformer for Scene Graph Generation ↗](https://doi.org/10.1109/tpami.2023.3268066)**Yuren Cong, Michael Ying Yang, Bodo Rosenhahn*239 citations*
25. **[Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification ↗](https://doi.org/10.1109/tpami.2023.3308189)**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 ↗](https://doi.org/10.1109/tpami.2023.3237896)**Chen Wu, Bo Du, Liangpei Zhang*213 citations*
27. **[SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2023.3237740)**Binhui Xie, Shuang Li, Mingjia Li et al.*211 citations*
28. **[HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding ↗](https://doi.org/10.1109/tpami.2023.3298301)**Xiaosong Jia, Penghao Wu, Li Chen et al.*210 citations*
29. **[Geometry- and Accuracy-Preserving Random Forest Proximities ↗](https://doi.org/10.1109/tpami.2023.3263774)**Jake S. Rhodes, Adele Cutler, Kevin R. Moon*189 citations*
30. **[Conformer: Local Features Coupling Global Representations for Recognition and Detection ↗](https://doi.org/10.1109/tpami.2023.3243048)**Zhiliang Peng, Zonghao Guo, Wei Huang et al.*187 citations*
31. **[When Object Detection Meets Knowledge Distillation: A Survey ↗](https://doi.org/10.1109/tpami.2023.3257546)**Zhihui Li, Pengfei Xu, Xiaojun Chang et al.*185 citations*
32. **[Base and Meta: A New Perspective on Few-Shot Segmentation ↗](https://doi.org/10.1109/tpami.2023.3265865)**Chunbo Lang, Gong Cheng, Binfei Tu et al.*181 citations*
33. **[The Impact of Adversarial Attacks on Federated Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3322785)**K. Naveen Kumar, Chalavadi Krishna Mohan, Linga Reddy Cenkeramaddi*180 citations*
34. **[Anti-UAV410: A Thermal Infrared Benchmark and Customized Scheme for Tracking Drones in the Wild ↗](https://doi.org/10.1109/tpami.2023.3335338)**Bo Huang, Jianan Li, Junjie Chen et al.*179 citations*
35. **[Contrastive Masked Autoencoders are Stronger Vision Learners ↗](https://doi.org/10.1109/tpami.2023.3336525)**Zhicheng Huang, Xiaojie Jin, Cheng-Ze Lu et al.*174 citations*
36. **[Dual Vision Transformer ↗](https://doi.org/10.1109/tpami.2023.3268446)**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 ↗](https://doi.org/10.1109/tpami.2023.3333838)**Hongyang Li, Chonghao Sima, Jifeng Dai et al.*170 citations*
38. **[Video Transformers: A Survey ↗](https://doi.org/10.1109/tpami.2023.3243465)**Javier Selva, Anders Skaarup Johansen, Sérgio Escalera et al.*169 citations*
39. **[GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation ↗](https://doi.org/10.1109/tpami.2023.3234553)**Zheng Lian, Lan Chen, Licai Sun et al.*160 citations*
40. **[RayMVSNet++: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo ↗](https://doi.org/10.1109/tpami.2023.3296163)**Yifei Shi, Junhua Xi, Dewen Hu et al.*160 citations*
41. **[Recovering 3D Human Mesh From Monocular Images: A Survey ↗](https://doi.org/10.1109/tpami.2023.3298850)**Yating Tian, Hongwen Zhang, Yebin Liu et al.*160 citations*
42. **[AdaPoinTr: Diverse Point Cloud Completion With Adaptive Geometry-Aware Transformers ↗](https://doi.org/10.1109/tpami.2023.3309253)**Xumin Yu, Yongming Rao, Ziyi Wang et al.*159 citations*
43. **[DN-DETR: Accelerate DETR Training by Introducing Query DeNoising ↗](https://doi.org/10.1109/tpami.2023.3335410)**Feng Li, Hao Zhang, Shilong Liu et al.*156 citations*
44. **[Unsupervised Point Cloud Representation Learning With Deep Neural Networks: A Survey ↗](https://doi.org/10.1109/tpami.2023.3262786)**Aoran Xiao, Jiaxing Huang, Dayan Guan et al.*155 citations*
45. **[ViTPose++: Vision Transformer for Generic Body Pose Estimation ↗](https://doi.org/10.1109/tpami.2023.3330016)**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 ↗](https://doi.org/10.1109/tpami.2023.3246102)**Wei Shen, Zelin Peng, Xuehui Wang et al.*152 citations*
47. **[Guaranteed Tensor Recovery Fused Low-rankness and Smoothness ↗](https://doi.org/10.1109/tpami.2023.3259640)**Hailin Wang, Jiangjun Peng, Wenjin Qin et al.*152 citations*
48. **[QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking ↗](https://doi.org/10.1109/tpami.2023.3301975)**Tobias Fischer, T. Huang, Jiangmiao Pang et al.*152 citations*
49. **[3D Object Detection From Images for Autonomous Driving: A Survey ↗](https://doi.org/10.1109/tpami.2023.3346386)**Xinzhu Ma, Wanli Ouyang, Andrea Simonelli et al.*147 citations*
50. **[Contrastive Multi-View Kernel Learning ↗](https://doi.org/10.1109/tpami.2023.3253211)**Jiyuan Liu, Xinwang Liu, Yuexiang Yang et al.*146 citations*
51. **[SignBERT+: Hand-Model-Aware Self-Supervised Pre-Training for Sign Language Understanding ↗](https://doi.org/10.1109/tpami.2023.3269220)**Hezhen Hu, Weichao Zhao, Wengang Zhou et al.*144 citations*
52. **[PyMAF-X: Towards Well-Aligned Full-Body Model Regression From Monocular Images ↗](https://doi.org/10.1109/tpami.2023.3271691)**Hongwen Zhang, Yating Tian, Yuxiang Zhang et al.*142 citations*
53. **[Multimodal Image Synthesis and Editing: The Generative AI Era ↗](https://doi.org/10.1109/tpami.2023.3305243)**Fangneng Zhan, Yingchen Yu, Rongliang Wu et al.*141 citations*
54. **[Dataset Distillation: A Comprehensive Review ↗](https://doi.org/10.1109/tpami.2023.3323376)**Ruonan Yu, Songhua Liu, Xinchao Wang*139 citations*
55. **[RoReg: Pairwise Point Cloud Registration With Oriented Descriptors and Local Rotations ↗](https://doi.org/10.1109/tpami.2023.3244951)**Haiping Wang, Yuan Liu, Qingyong Hu et al.*138 citations*
56. **[Zero-Shot Hyperspectral Sharpening ↗](https://doi.org/10.1109/tpami.2023.3279050)**Renwei Dian, Anjing Guo, Shutao Li*135 citations*
57. **[Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features ↗](https://doi.org/10.1109/tpami.2023.3263181)**Changde Du, Kaicheng Fu, Jinpeng Li et al.*132 citations*
58. **[Sparse R-CNN: An End-to-End Framework for Object Detection ↗](https://doi.org/10.1109/tpami.2023.3292030)**Peize Sun, Rufeng Zhang, Yi Fan Jiang et al.*131 citations*
59. **[Mutual-Assistance Learning for Object Detection ↗](https://doi.org/10.1109/tpami.2023.3319634)**Xingxing Xie, Chunbo Lang, Shicheng Miao et al.*124 citations*
60. **[CycleMLP: A MLP-Like Architecture for Dense Visual Predictions ↗](https://doi.org/10.1109/tpami.2023.3303397)**Shoufa Chen, Enze Xie, Chongjian Ge et al.*123 citations*
61. **[Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes ↗](https://doi.org/10.1109/tpami.2023.3234976)**Chengyang Li, Heng Zhou, Yang Liu et al.*123 citations*
62. **[DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition ↗](https://doi.org/10.1109/tpami.2023.3235826)**Denis Coquenet, Clément Chatelain, Thierry Paquet*121 citations*
63. **[Accurate and Efficient Stereo Matching via Attention Concatenation Volume ↗](https://doi.org/10.1109/tpami.2023.3335480)**Gangwei Xu, Yun Wang, Junda Cheng et al.*117 citations*
64. **[Monocular Depth Estimation: A Thorough Review ↗](https://doi.org/10.1109/tpami.2023.3330944)**Vasileios Arampatzakis, George P. Pavlidis, Nikolaos Mitianoudis et al.*114 citations*
65. **[Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection ↗](https://doi.org/10.1109/tpami.2023.3322604)**Neelu Madan, Nicolae-Cătălin Ristea, Radu Tudor Ionescu et al.*114 citations*
66. **[CenterNet++ for Object Detection ↗](https://doi.org/10.1109/tpami.2023.3342120)**Kaiwen Duan, Song Bai, Lingxi Xie et al.*112 citations*
67. **[Diverse Sample Generation: Pushing the Limit of Generative Data-Free Quantization ↗](https://doi.org/10.1109/tpami.2023.3272925)**Haotong Qin, Yifu Ding, Xiangguo Zhang et al.*112 citations*
68. **[A Comprehensive Survey of Dataset Distillation ↗](https://doi.org/10.1109/tpami.2023.3322540)**Shiye Lei, Dacheng Tao*111 citations*
69. **[DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography ↗](https://doi.org/10.1109/tpami.2023.3240565)**Dong Liu, Junwu Wang, Qianxue Shan et al.*111 citations*
70. **[GFNet: Global Filter Networks for Visual Recognition ↗](https://doi.org/10.1109/tpami.2023.3263824)**Yongming Rao, Wenliang Zhao, Zheng Dong Zhu et al.*111 citations*
71. **[Recent Advances for Quantum Neural Networks in Generative Learning ↗](https://doi.org/10.1109/tpami.2023.3272029)**Jinkai Tian, Xiaoyu Sun, Yuxuan Du et al.*111 citations*
72. **[Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN ↗](https://doi.org/10.1109/tpami.2023.3275769)**Yangfan Hu, Qian Zheng, Xudong Jiang et al.*110 citations*
73. **[Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition ↗](https://doi.org/10.1109/tpami.2023.3257878)**Chuanguang Yang, Zhulin An, Helong Zhou et al.*109 citations*
74. **[Temporal Action Segmentation: An Analysis of Modern Techniques ↗](https://doi.org/10.1109/tpami.2023.3327284)**Guodong Ding, Fadime Şener, Angela Yao*107 citations*
75. **[Human-Guided Reinforcement Learning With Sim-to-Real Transfer for Autonomous Navigation ↗](https://doi.org/10.1109/tpami.2023.3314762)**Jingda Wu, Yanxin Zhou, Haohan Yang et al.*106 citations*
76. **[Local-Global Context Aware Transformer for Language-Guided Video Segmentation ↗](https://doi.org/10.1109/tpami.2023.3262578)**Chen Liang, Wenguan Wang, Tianfei Zhou et al.*105 citations*
77. **[SC-DepthV3: Robust Self-Supervised Monocular Depth Estimation for Dynamic Scenes ↗](https://doi.org/10.1109/tpami.2023.3322549)**Libo Sun, Jia-Wang Bian, Huangying Zhan et al.*105 citations*
78. **[Towards Real-World Visual Tracking With Temporal Contexts ↗](https://doi.org/10.1109/tpami.2023.3307174)**Ziang Cao, Ziyuan Huang, Liang Pan et al.*105 citations*
79. **[Human Motion Generation: A Survey ↗](https://doi.org/10.1109/tpami.2023.3330935)**Wentao Zhu, Xiaoxuan Ma, Dongwoo Ro et al.*104 citations*
80. **[Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches ↗](https://doi.org/10.1109/tpami.2023.3321337)**Shreya Ghosh, Abhinav Dhall, Munawar Hayat et al.*102 citations*
81. **[Generalizing Graph Neural Networks on Out-of-Distribution Graphs ↗](https://doi.org/10.1109/tpami.2023.3321097)**Shaohua Fan, Xiao Wang, Chuan Shi et al.*102 citations*
82. **[Localization Distillation for Object Detection ↗](https://doi.org/10.1109/tpami.2023.3248583)**Zhaohui Zheng, Rongguang Ye, Qibin Hou et al.*102 citations*
83. **[Cross-Modal Retrieval With Partially Mismatched Pairs ↗](https://doi.org/10.1109/tpami.2023.3247939)**Peng Hu, Zhenyu Huang, Dezhong Peng et al.*101 citations*
84. **[Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/tpami.2022.3233584)**Linshan Wu, Leyuan Fang, Xingxin He et al.*98 citations*
85. **[Channel Augmentation for Visible-Infrared Re-Identification ↗](https://doi.org/10.1109/tpami.2023.3332875)**Mang Ye, Zesen Wu, Cuiqun Chen et al.*97 citations*
86. **[Progressive Instance-Aware Feature Learning for Compositional Action Recognition ↗](https://doi.org/10.1109/tpami.2023.3261659)**Rui Yan, Lingxi Xie, Xiangbo Shu et al.*95 citations*
87. **[TransVG++: End-to-End Visual Grounding With Language Conditioned Vision Transformer ↗](https://doi.org/10.1109/tpami.2023.3296823)**Jiajun Deng, Zhengyuan Yang, Daqing Liu et al.*95 citations*
88. **[A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond ↗](https://doi.org/10.1109/tpami.2023.3277122)**Yisheng Xiao, Lijun Wu, Junliang Guo et al.*94 citations*
89. **[QARV: Quantization-Aware ResNet VAE for Lossy Image Compression ↗](https://doi.org/10.1109/tpami.2023.3322904)**Zhihao Duan, Ming Lu, Jack Ma et al.*94 citations*
90. **[AGConv: Adaptive Graph Convolution on 3D Point Clouds ↗](https://doi.org/10.1109/tpami.2023.3238516)**Mingqiang Wei, Zeyong Wei, Haoran Zhou et al.*93 citations*
91. **[LibFewShot: A Comprehensive Library for Few-Shot Learning ↗](https://doi.org/10.1109/tpami.2023.3312125)**Wenbin Li, Ziyi Wang, Xuesong Yang et al.*93 citations*
92. **[PDC-Net+: Enhanced Probabilistic Dense Correspondence Network ↗](https://doi.org/10.1109/tpami.2023.3249225)**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 ↗](https://doi.org/10.1109/tpami.2023.3296757)**Zhuo Zheng, Yanfei Zhong, Junjue Wang et al.*91 citations*
94. **[Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving ↗](https://doi.org/10.1109/tpami.2023.3322426)**Xiangkun He, Jingda Wu, Zhiyu Huang et al.*91 citations*
95. **[Neighbourhood Representative Sampling for Efficient End-to-End Video Quality Assessment ↗](https://doi.org/10.1109/tpami.2023.3319332)**Haoning Wu, Chaofeng Chen, Liang Liao et al.*88 citations*
96. **[Sparse Bayesian Learning for End-to-End EEG Decoding ↗](https://doi.org/10.1109/tpami.2023.3299568)**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 ↗](https://doi.org/10.1109/tpami.2023.3305122)**Yangtao Wang, Xi Shen, Yuan Yuan et al.*87 citations*
98. **[Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery ↗](https://doi.org/10.1109/tpami.2023.3341688)**Yisi Luo, Xi-Le Zhao, Zhemin Li et al.*86 citations*
99. **[Temporal Sentence Grounding in Videos: A Survey and Future Directions ↗](https://doi.org/10.1109/tpami.2023.3258628)**Hao Zhang, Aixin Sun, Wei Jing et al.*85 citations*
100. **[Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning ↗](https://doi.org/10.1109/tpami.2023.3327373)**Wenke Huang, Mang Ye, Zekun Shi et al.*82 citations*

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