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IEEE Transactions on Pattern Analysis and Machine Intelligence 2024: all accepted papers

676 papers · page 1 of 7 · the most cited first · ← IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

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  1. A Comprehensive Survey of Continual Learning: Theory, Method and Application ↗Liyuan Wang, Xingxing Zhang, Hang Su et al.1,074 citations
  2. Medical Image Segmentation Review: The Success of U-Net ↗Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al.1,022 citations
  3. Vision-Language Models for Vision Tasks: A SurveyJingyi Zhang, Jiaxing Huang, Sheng Jin et al.955 citations · our summary
  4. SpectralGPT: Spectral Remote Sensing Foundation Model ↗Danfeng Hong, Bing Zhang, Xuyang Li et al.930 citations
  5. End-to-End Autonomous Driving: Challenges and Frontiers ↗Li Chen, Penghao Wu, Kashyap Chitta et al.610 citations
  6. A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends ↗Jie Gui, Tuo Chen, Jing Zhang et al.552 citations
  7. A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection ↗Ming Jin, Huan Yee Koh, Qingsong Wen et al.534 citations
  8. A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations ↗Hongrong Cheng, Miao Zhang, Qinfeng Shi497 citations
  9. MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model ↗Mingyuan Zhang, Zhongang Cai, Liang Pan et al.424 citations
  10. Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation ↗Yifan Feng, Jiangang Huang, Shaoyi Du et al.383 citations
  11. Class-Incremental Learning: A Survey ↗Da-Wei Zhou, Qiwei Wang, Zhi-Hong Qi et al.359 citations
  12. A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal ↗Ke Liang, Lingyuan Meng, Meng Liu et al.330 citations
  13. Towards Understanding Convergence and Generalization of AdamW ↗Pan Zhou, Xingyu Xie, Zhouchen Lin et al.329 citations
  14. Frequency-Aware Feature Fusion for Dense Image Prediction ↗Linwei Chen, Ying Fu, Lin Gu et al.324 citations
  15. A Review of Safe Reinforcement Learning: Methods, Theories, and Applications ↗Shangding Gu, Long Yang, Yali Du et al.315 citations
  16. Advances and Challenges in Meta-Learning: A Technical Review ↗Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren et al.314 citations
  17. Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects ↗Kexin Zhang, Qingsong Wen, Chaoli Zhang et al.291 citations
  18. BEVFormer: Learning Bird’s-Eye-View Representation From LiDAR-Camera via Spatiotemporal Transformers ↗Zhiqi Li, Wenhai Wang, Hongyang Li et al.285 citations
  19. Metric3D v2: A Versatile Monocular Geometric Foundation Model for Zero-Shot Metric Depth and Surface Normal Estimation ↗Mu Hu, Wei Yin, Chi Zhang et al.260 citations
  20. A Comprehensive Survey on Source-Free Domain Adaptation ↗Jingjing Li, Zhiqi Yu, Zhekai Du et al.250 citations
  21. Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition ↗Qibin Hou, Cheng-Ze Lu, Ming‐Ming Cheng et al.239 citations
  22. Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection ↗Hao Tang, Zechao Li, Dong liang Zhang et al.238 citations
  23. Transformer-Based Visual Segmentation: A Survey ↗Xiangtai Li, Henghui Ding, Haobo Yuan et al.236 citations
  24. Revitalizing Convolutional Network for Image Restoration ↗Yuning Cui, Wenqi Ren, Xiaochun Cao et al.233 citations
  25. Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark ↗Wenke Huang, Mang Ye, Zekun Shi et al.232 citations
  26. Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models ↗Xingyu Xie, Pan Zhou, Huan Li et al.220 citations
  27. Appearance-Based Gaze Estimation With Deep Learning: A Review and Benchmark ↗Yihua Cheng, Haofei Wang, Yiwei Bao et al.219 citations
  28. Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption ↗Jinyuan Liu, Guanyao Wu, Zhu Liu et al.218 citations
  29. CamoFormer: Masked Separable Attention for Camouflaged Object Detection ↗Bowen Yin, Xuying Zhang, Deng-Ping Fan et al.199 citations
  30. NaturalSpeech: End-to-End Text-to-Speech Synthesis With Human-Level Quality ↗Xu Tan, Jiawei Chen, Haohe Liu et al.195 citations
  31. Disentangled Representation Learning ↗Xin Wang, Hong Chen, Si'ao Tang et al.181 citations
  32. MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying ↗Shaoshuai Shi, Li Jiang, Dengxin Dai et al.180 citations
  33. A General Spatial-Frequency Learning Framework for Multimodal Image Fusion ↗Man Zhou, Jie Huang, Keyu Yan et al.167 citations
  34. Towards Open Vocabulary Learning: A Survey ↗Jianzong Wu, Xiangtai Li, Shilin Xu et al.164 citations
  35. A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective ↗Chaoqi Chen, Yushuang Wu, Qiyuan Dai et al.160 citations
  36. A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking ↗Lorenzo Papa, Paolo Russo, Irene Amerini et al.153 citations
  37. Vision-Centric BEV Perception: A Survey ↗Yuexin Ma, Tai Wang, Xuyang Bai et al.150 citations
  38. Surface Reconstruction From Point Clouds: A Survey and a Benchmark ↗ZhangJin Huang, Yuxin Wen, Zihao Wang et al.144 citations
  39. From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing ↗Yunan Liu, Chunpeng Wang, Mingyu Lu et al.117 citations
  40. DeepNet: Scaling Transformers to 1,000 Layers ↗Hongyu Wang, Shuming Ma, Li Dong et al.113 citations
  41. Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation ↗Shuangming Yang, B. Linares-Barranco, Yuzhu Wu et al.113 citations
  42. Physical Adversarial Attack Meets Computer Vision: A Decade Survey ↗Hui Wei, Hao Tang, Xuemei Jia et al.112 citations
  43. ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection ↗Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang et al.112 citations
  44. Synthetic Data in Human Analysis: A Survey ↗Indu Joshi, Marcel Grimmer, Christian Rathgeb et al.108 citations
  45. A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion ↗Risheng Liu, Zhu Liu, Jinyuan Liu et al.107 citations
  46. Probabilistic Contrastive Learning for Long-Tailed Visual Recognition ↗Chaoqun Du, Yulin Wang, Shiji Song et al.107 citations
  47. A Survey on Information Bottleneck ↗Shizhe Hu, Zhengzheng Lou, Xiaoqiang Yan et al.106 citations
  48. Self-Supervised Multimodal Learning: A Survey ↗Yongshuo Zong, Oisin Mac Aodha, Timothy M. Hospedales106 citations
  49. Diffusion Models for Imperceptible and Transferable Adversarial Attack ↗Jianqi Chen, Hao Chen, Keyan Chen et al.104 citations
  50. Face Generation and Editing With StyleGAN: A Survey ↗Andrew Melnik, Maksim Miasayedzenkau, Dzianis Makaravets et al.103 citations
  51. Advancing Real-World Image Dehazing: Perspective, Modules, and Training ↗Yuxin Feng, Long Ma, Xiaozhe Meng et al.99 citations
  52. ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments ↗Dong Un An, Hanqing Wang, Wenguan Wang et al.99 citations
  53. LVLM-EHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models ↗Peng Xu, Wenqi Shao, Kaipeng Zhang et al.99 citations
  54. Learning From Human Educational Wisdom: A Student-Centered Knowledge Distillation Method ↗Shunzhi Yang, Jinfeng Yang, MengChu Zhou et al.96 citations
  55. Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels ↗Chenyu You, Weicheng Dai, Fenglin Liu et al.93 citations
  56. Efficient Diffusion Model for Image Restoration by Residual Shifting ↗Zongsheng Yue, Jianyi Wang, Chen Change Loy90 citations
  57. Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline ↗Yangguang Li, Bin Huang, Zeren Chen et al.88 citations
  58. MixFormer: End-to-End Tracking With Iterative Mixed Attention ↗Yutao Cui, Cheng Jiang, Gangshan Wu et al.87 citations
  59. Cross-Image Pixel Contrasting for Semantic Segmentation ↗Tianfei Zhou, Wenguan Wang86 citations
  60. Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction With Extremely Limited Labels ↗Changrui Chen, Jungong Han, Kurt Debattista86 citations
  61. A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning ↗Zhenyi Wang, Enneng Yang, Li Shen et al.83 citations
  62. Prototype-Based Semantic Segmentation ↗Tianfei Zhou, Wenguan Wang83 citations
  63. DifFace: Blind Face Restoration With Diffused Error Contraction ↗Zongsheng Yue, Chen Change Loy80 citations
  64. A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future ↗Chaoyang Zhu, Long Chen79 citations
  65. Vision Transformer With Quadrangle Attention ↗Qiming Zhang, Jing Zhang, Yufei Xu et al.79 citations
  66. A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning ↗Yongcheng Zong, Qiankun Zuo, Michael K. Ng et al.78 citations
  67. MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation ↗Lian Xu, Mohammed Bennamoun, Farid Boussaïd et al.78 citations
  68. RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud Registration ↗Hao Yu, Ji Hou, Zheng Qin et al.76 citations
  69. On Transforming Reinforcement Learning With Transformers: The Development Trajectory ↗Shengchao Hu, Li Shen, Ya Zhang et al.75 citations
  70. Deep Learning Methods for Calibrated Photometric Stereo and Beyond ↗Yakun Ju, Kin‐Man Lam, Wuyuan Xie et al.74 citations
  71. QKSAN: A Quantum Kernel Self-Attention Network ↗Ren-Xin Zhao, Jinjing Shi, Xuelong Li74 citations
  72. A Survey of Label-Efficient Deep Learning for 3D Point Clouds ↗Aoran Xiao, Xiaoqin Zhang, Ling Shao et al.72 citations
  73. Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation ↗Jingyuan Xia, Zhixiong Yang, Shengxi Li et al.72 citations
  74. CAP-UDF: Learning Unsigned Distance Functions Progressively From Raw Point Clouds With Consistency-Aware Field Optimization ↗Junsheng Zhou, Baorui Ma, Shujuan Li et al.71 citations
  75. Contrast-Phys+: Unsupervised and Weakly-Supervised Video-Based Remote Physiological Measurement via Spatiotemporal Contrast ↗Zhaodong Sun, Xiaobai Li71 citations
  76. PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain ↗Jan Weyler, Federico Magistri, Elias Marks et al.71 citations
  77. VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset ↗Jing Liu, Sihan Chen, Xingjian He et al.71 citations
  78. STAR: A First-Ever Dataset and a Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery ↗Yansheng Li, Linlin Wang, Tingzhu Wang et al.67 citations
  79. Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation ↗Md Kaykobad Reza, Ashley Prater-Bennette, M. Salman Asif66 citations
  80. Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment ↗Hao Fei, Shengqiong Wu, Meishan Zhang et al.65 citations
  81. Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition ↗Iris Dominguez-Catena, Daniel Paternain, Mikel Galar65 citations
  82. RenAIssance: A Survey Into AI Text-to-Image Generation in the Era of Large Model ↗Fengxiang Bie, Yibo Yang, Zhongzhu Zhou et al.65 citations
  83. Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model ↗Zhuo Zheng, Stefano Ermon, Dongjun Kim et al.64 citations
  84. Deep Learning for Visual Speech Analysis: A Survey ↗Changchong Sheng, Gangyao Kuang, Liang Bai et al.63 citations
  85. Dense Continuous-Time Optical Flow From Event Cameras ↗Mathias Gehrig, Manasi Muglikar, Davide Scaramuzza63 citations
  86. MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods ↗Jiang Xie, Xuexin Xiang, Shuyin Xia et al.63 citations
  87. Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach ↗Yü Liu, Zhengzheng Qi, Juan Cheng et al.63 citations
  88. Box2Mask: Box-Supervised Instance Segmentation via Level-Set Evolution ↗Wentong Li, Wenyu Liu, Jianke Zhu et al.62 citations
  89. R3LIVE++: A Robust, Real-Time, Radiance Reconstruction Package With a Tightly-Coupled LiDAR-Inertial-Visual State Estimator ↗Jiarong Lin, Fu Zhang62 citations
  90. Deep Lossy Plus Residual Coding for Lossless and Near-Lossless Image Compression ↗Yuanchao Bai, Xianming Liu, Kai Wang et al.61 citations
  91. Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis ↗Maciej Besta, Torsten Hoefler61 citations
  92. VST++: Efficient and Stronger Visual Saliency Transformer ↗Nian Liu, Ziyang Luo, Ni Zhang et al.60 citations
  93. Pruning Self-Attentions Into Convolutional Layers in Single Path ↗Haoyu He, Jianfei Cai, Jing Liu et al.58 citations
  94. Learning to Holistically Detect Bridges From Large-Size VHR Remote Sensing Imagery ↗Yansheng Li, Junwei Luo, Yongjun Zhang et al.57 citations
  95. Secrets of Event-Based Optical Flow, Depth and Ego-Motion Estimation by Contrast Maximization ↗Shintaro Shiba, Yannick Klose, Yoshimitsu Aoki et al.57 citations
  96. Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics ↗Wenhan Yang, Haofeng Huang, Yueyu Hu et al.57 citations
  97. Improving Fast Adversarial Training With Prior-Guided Knowledge ↗Xiaojun Jia, Yong Zhang, Xingxing Wei et al.56 citations
  98. Random Permutation Set Reasoning ↗Jixiang Deng, Yong Sheng Deng, Jianbo Yang55 citations
  99. Recent Advances in Optimal Transport for Machine Learning ↗Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac54 citations
  100. Robust Visual Question Answering: Datasets, Methods, and Future Challenges ↗Jie Ma, Pinghui Wang, Dechen Kong et al.54 citations

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