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

679 papers · page 2 of 7 · the most cited first · ← IEEE Transactions on Pattern Analysis and Machine Intelligence 2023

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  1. A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis ↗Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen et al.81 citations
  2. MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search ↗Zhihua Chen, Guhao Qiu, Ping Li et al.81 citations
  3. Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization ↗Junyu Gao, Mengyuan Chen, Changsheng Xu81 citations
  4. Brain-Machine Coupled Learning Method for Facial Emotion Recognition ↗Dongjun Liu, Weichen Dai, Hangkui Zhang et al.79 citations
  5. PFENet++: Boosting Few-Shot Semantic Segmentation With the Noise-Filtered Context-Aware Prior Mask ↗Xiaoliu Luo, Zhuotao Tian, Taiping Zhang et al.79 citations
  6. Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning ↗Zhigang Tu, Zhisheng Huang, Yujin Chen et al.78 citations
  7. X2-VLM: All-in-One Pre-Trained Model for Vision-Language Tasks ↗Yan Zeng, Xinsong Zhang, Hang Li et al.78 citations
  8. Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications ↗Xiong Zhou, Xianming Liu, Deming Zhai et al.77 citations
  9. A Survey of Vectorization Methods in Topological Data Analysis ↗Dashti Ali, Aras Asaad, María-José Jiménez et al.76 citations
  10. Federated Learning Via Inexact ADMM ↗Shenglong Zhou, Geoffrey Ye Li75 citations
  11. MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning ↗Tianmeng Hu, Biao Luo, Chunhua Yang et al.75 citations
  12. Facial Video-based Remote Physiological Measurement via Self-supervised Learning ↗Zijie Yue, Miaojing Shi, Shuai Ding74 citations
  13. Fast Clustering With Anchor Guidance ↗Feiping Nie, Jingjing Xue, Weizhong Yu et al.74 citations
  14. Conformal Prediction for Time Series ↗Chen Xu, Yao Xie73 citations
  15. No One Left Behind: Real-World Federated Class-Incremental Learning ↗Jiahua Dong, Hongliu Li, Yang Cong et al.73 citations
  16. ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors ↗Chenjie Cao, Qiaole Dong, Yanwei Fu73 citations
  17. Temporal Action Localization in the Deep Learning Era: A Survey ↗Binglu Wang, Yongqiang Zhao, Le Yang et al.70 citations
  18. Continual Image Deraining With Hypergraph Convolutional Networks ↗Xueyang Fu, Jie Xiao, Yurui Zhu et al.69 citations
  19. Higher Order Fractal Belief Rényi Divergence With Its Applications in Pattern Classification ↗Yingcheng Huang, Fuyuan Xiao, Zehong Cao et al.68 citations
  20. Knowledge-Induced Multiple Kernel Fuzzy Clustering ↗Yiming Tang, Zhifu Pan, Xianghui Hu et al.67 citations
  21. TextStyleBrush: Transfer of Text Aesthetics From a Single Example ↗Praveen Krishnan, Rama Kovvuri, Guan Pang et al.67 citations
  22. COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition ↗Mani Kumar Tellamekala, Shahin Amiriparian, Björn Wolfgang Schuller et al.66 citations
  23. Generalized Parametric Contrastive Learning ↗Jiequan Cui, Zhisheng Zhong, Zhuotao Tian et al.65 citations
  24. Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process ↗Qin Lu, Konstantinos D. Polyzos, Bingcong Li et al.65 citations
  25. CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning ↗Jun Shu, Xiang Yuan, Deyu Meng et al.64 citations
  26. Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks ↗Yongming Rao, Zuyan Liu, Wenliang Zhao et al.64 citations
  27. Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances ↗Brian B. Moser, Federico Raue, Stanislav Frolov et al.64 citations
  28. A Memorizing and Generalizing Framework for Lifelong Person Re-Identification ↗Nan Pu, Zhun Zhong, Nicu Sebe et al.63 citations
  29. Adaptive Region-Specific Loss for Improved Medical Image Segmentation ↗Yizheng Chen, Lequan Yu, Jen‐Yeu Wang et al.63 citations
  30. Fast and Informative Model Selection Using Learning Curve Cross-Validation ↗Felix Mohr, Jan N. van Rijn63 citations
  31. PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning ↗Haobo Wang, Ruixuan Xiao, Yixuan Li et al.63 citations
  32. SDV-LOAM: Semi-Direct Visual–LiDAR Odometry and Mapping ↗Zikang Yuan, Qingjie Wang, Ken Cheng et al.63 citations
  33. Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding ↗Fengyuan Shi, Ruopeng Gao, Weilin Huang et al.62 citations
  34. Reverse Engineering of Generative Models: Inferring Model Hyperparameters From Generated Images ↗Vishal Asnani, Xi Peng Yin, Tal Hassner et al.62 citations
  35. Semantic Invariant Multi-View Clustering With Fully Incomplete Information ↗Pengxin Zeng, Mouxing Yang, Yiding Lu et al.62 citations
  36. StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis ↗Minguk Kang, Joonghyuk Shin, Jaesik Park62 citations
  37. A Thorough Benchmark and a New Model for Light Field Saliency Detection ↗Wei Gao, Songlin Fan, Ge Li et al.61 citations
  38. CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning ↗Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook61 citations
  39. Graph Theory Based Large-Scale Machine Learning With Multi-Dimensional Constrained Optimization Approaches for Exact Epidemiological Modeling of Pandemic Diseases ↗Önder Tutsoy61 citations
  40. A Bayesian Federated Learning Framework With Online Laplace Approximation ↗Liangxi Liu, Xi Jiang, Feng Zheng et al.60 citations
  41. Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning ↗Sungyong Baik, Myungsub Choi, Janghoon Choi et al.60 citations
  42. SIGMA++: Improved Semantic-complete Graph Matching for Domain Adaptive Object Detection ↗Wuyang Li, Xinyu Liu, Yixuan Yuan60 citations
  43. C2F-TCN: A Framework for Semi- and Fully-Supervised Temporal Action Segmentation ↗Dipika Singhania, Rahul Rahaman, Angela Yao59 citations
  44. Dual Adaptive Representation Alignment for Cross-Domain Few-Shot Learning ↗Yifan Zhao, Tong Zhang, Jia Li et al.59 citations
  45. SODFormer: Streaming Object Detection With Transformer Using Events and Frames ↗Dianze Li, Yonghong Tian, Jianing Li59 citations
  46. Self-Adversarial Disentangling for Specific Domain Adaptation ↗Qianyu Zhou, Qiqi Gu, Jiangmiao Pang et al.59 citations
  47. Structured Knowledge Distillation for Accurate and Efficient Object Detection ↗Linfeng Zhang, Kaisheng Ma59 citations
  48. Contrastive Video Question Answering via Video Graph Transformer ↗Junbin Xiao, Pan Zhou, Angela Yao et al.58 citations
  49. Fast-SNARF: A Fast Deformer for Articulated Neural Fields ↗Xu Chen, Tianjian Jiang, Jie Song et al.58 citations
  50. Lightweight Pixel Difference Networks for Efficient Visual Representation Learning ↗Zhuo Su, Jiehua Zhang, Longguang Wang et al.58 citations
  51. FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction ↗Hao Zhu, Haotian Yang, Longwei Guo et al.57 citations
  52. SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation ↗Ling‐Li Zeng, Kai Gao, Dewen Hu et al.57 citations
  53. Transforming Complex Problems into K-means Solutions ↗Hongfu Liu, Junxiang Chen, Jennifer Dy et al.57 citations
  54. Unbiased Scene Graph Generation via Two-Stage Causal Modeling ↗Shuzhou Sun, Shuaifeng Zhi, Qing Liao et al.57 citations
  55. Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor ↗Yongqiang Tang, Yuan Xie, Wensheng Zhang56 citations
  56. SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation With Fine-Grained Geometry ↗Lin Gao, Jia-Mu Sun, Kaichun Mo et al.56 citations
  57. ADPL: Adaptive Dual Path Learning for Domain Adaptation of Semantic Segmentation ↗Yiting Cheng, Fangyun Wei, Jianmin Bao et al.55 citations
  58. Learning Gait Representation From Massive Unlabelled Walking Videos: A Benchmark ↗Chao Fan, Saihui Hou, Jilong Wang et al.55 citations
  59. SPTS v2: Single-Point Scene Text Spotting ↗Yuliang Liu, Jiaxin Zhang, Dezhi Peng et al.55 citations
  60. Context Disentangling and Prototype Inheriting for Robust Visual Grounding ↗Wei Tang, Liang Li, Xuejing Liu et al.54 citations
  61. FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection ↗Shuailei Ma, Yuefeng Wang, Shanze Wang et al.54 citations
  62. GAN-Based Facial Attribute Manipulation ↗Yunfan Liu, Qi Li, Qiyao Deng et al.54 citations
  63. Hyperparameter-Free Localized Simple Multiple Kernel K-Means With Global Optimum ↗Xinwang Liu54 citations
  64. QGORE: Quadratic-Time Guaranteed Outlier Removal for Point Cloud Registration ↗Jiayuan Li, Pengcheng Shi, Qingwu Hu et al.54 citations
  65. Vicinity Vision Transformer ↗Weixuan Sun, Zhen Qin, Hui Deng et al.54 citations
  66. Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection ↗Long Li, Junwei Han, Nian Liu et al.53 citations
  67. Bi-DexHands: Towards Human-Level Bimanual Dexterous Manipulation ↗Yuanpei Chen, Yiran Geng, Fangwei Zhong et al.51 citations
  68. FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement ↗Yanming Zhu, Xuefei Yin, Jiankun Hu51 citations
  69. Generalizable Black-Box Adversarial Attack With Meta Learning ↗Fei Yin, Yong Zhang, Baoyuan Wu et al.51 citations
  70. Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning ↗Nan Xue, Tianfu Wu, Song Bai et al.51 citations
  71. The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition ↗Taotao Li, Zhenyu Wen, Yang Long et al.51 citations
  72. DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis ↗Bing Li, Wei Cui, Le Zhang et al.50 citations
  73. SAN: Side Adapter Network for Open-Vocabulary Semantic Segmentation ↗Mengde Xu, Zheng Zhang, Fangyun Wei et al.50 citations
  74. Action Recognition and Benchmark Using Event Cameras ↗Yue Gao, Jiaxuan Lu, Siqi Li et al.49 citations
  75. Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering ↗Long Chen, Yuhang Zheng, Yulei Niu et al.49 citations
  76. Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching ↗Zhelun Shen, Xibin Song, Yuchao Dai et al.49 citations
  77. Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis ↗Qijian Zhang, Junhui Hou, Yue Qian et al.49 citations
  78. HOP+: History-Enhanced and Order-Aware Pre-Training for Vision-and-Language Navigation ↗Yanyuan Qiao, Yuankai Qi, Yicong Hong et al.49 citations
  79. Representing Multimodal Behaviors With Mean Location for Pedestrian Trajectory Prediction ↗Liushuai Shi, Le Wang, Chengjiang Long et al.49 citations
  80. Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution ↗Huan Wang, Yulun Zhang, Can Qin et al.48 citations
  81. Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images ↗Jin Han, Yixin Yang, Peiqi Duan et al.48 citations
  82. Attribute-Aware Deep Hashing With Self-Consistency for Large-Scale Fine-Grained Image Retrieval ↗Xiu-Shen Wei, Yang Shen, Xuhao Sun et al.47 citations
  83. Discrete and Balanced Spectral Clustering With Scalability ↗Rong Wang, Huimin Chen, Yihang Lu et al.47 citations
  84. SC2-PCR++: Rethinking the Generation and Selection for Efficient and Robust Point Cloud Registration ↗Zhi Chen, Kun Sun, Fan Yang et al.47 citations
  85. A Hybrid Neural Coding Approach for Pattern Recognition With Spiking Neural Networks ↗Xinyi Chen, Yang Qu, Jibin Wu et al.46 citations
  86. Detecting Road Obstacles by Erasing Them ↗Krzysztof Lis, Sina Honari, Pascal Fua et al.46 citations
  87. GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector ↗Peng Zheng, Huazhu Fu, Deng-Ping Fan et al.46 citations
  88. Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing ↗Daizong Liu, Wei Hu, Xin Li46 citations
  89. Re-Thinking the Effectiveness of Batch Normalization and Beyond ↗Hanyang Peng, Yue Yu, Shiqi Yu46 citations
  90. SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections ↗Zhaoxi Chen, Guangcong Wang, Ziwei Liu45 citations
  91. Semantic Hierarchy-Aware Segmentation ↗Liulei Li, Wenguan Wang, Tianfei Zhou et al.45 citations
  92. Dynamic Unary Convolution in Transformers ↗Haoran Duan, Yang Long, Shidong Wang et al.44 citations
  93. Influence-Driven Data Poisoning for Robust Recommender Systems ↗Chenwang Wu, Defu Lian, Yong Ge et al.44 citations
  94. Large-Scale Clustering With Structured Optimal Bipartite Graph ↗Han Zhang, Feiping Nie, Xuelong Li44 citations
  95. Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting ↗Nan Yin, Li Shen, Huan Xiong et al.44 citations
  96. Performance-Aware Approximation of Global Channel Pruning for Multitask CNNs ↗Hancheng Ye, Bo Zhang, Tao Chen et al.44 citations
  97. Super Sparse 3D Object Detection ↗Lue Fan, Yuxue Yang, Wang Feng et al.44 citations
  98. Towards Enabling Binary Decomposition for Partial Multi-Label Learning ↗Bing-Qing Liu, Bin-Bin Jia, Min-Ling Zhang44 citations
  99. Co-Salient Object Detection with Co-Representation Purification ↗Ziyue Zhu, Zhao Zhang, Lin Liu Zheng et al.43 citations
  100. Deep Gaussian Scale Mixture Prior for Image Reconstruction ↗Tao Huang, Xin Yuan, Weisheng Dong et al.43 citations

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