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Learning invariances via correlation and marginal alignments for out-of-distribution generalization 期刊论文
NEUROCOMPUTING, 2026, 卷号: 674, 页码: 11
作者:  Guo, Zong;  Ma, Bingpeng
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Out-of-distribution generalization  Spurious correlation  Invariant risk minimization  Correlation alignment  Marginal distribution alignment  
Bilateral Transformation of Biased Pseudo-Labels under Distribution Inconsistency 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2026, 卷号: 134, 期号: 3, 页码: 34
作者:  Hou, Ruibing;  Chang, Hong;  Hu, Minyang;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Self-training  Semi-supervised learning  Distribution inconsistency  
Clothes-Changing Person Re-Identification With Feasibility-Aware Intermediary Matching 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 3307-3319
作者:  Zhao, Jiahe;  Hou, Ruibing;  Chang, Hong;  Gu, Xinqian;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Reliability  Shape  Training  Feature extraction  Faces  Hands  Electronic mail  Three-dimensional displays  Soft sensors  Reliability engineering  Person re-identification  clothes-changing  intermediary matching  reliability modeling  
Incorporating texture and silhouette for video-based person re-identification 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 156, 页码: 13
作者:  Bai, Shutao;  Chang, Hong;  Ma, Bingpeng
收藏  |  浏览/下载：50/0  |  提交时间：2024/12/06
Silhouette  Relational modeling  Decomposition  
Triplet Adaptation Framework for Robust Semi-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8056-8073
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：29/0  |  提交时间：2025/06/25
Degradation  Adaptation models  Buildings  Semisupervised learning  Semi-supervised learning  robust semi-supervised learning  distribution inconsistency  
Dual Compensation Residual Networks for Class Imbalanced Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11733-11752
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：80/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
Person Search by a Bi-Directional Task-Consistent Learning Model 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 1190-1203
作者:  Wang, Cheng;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：68/0  |  提交时间：2023/12/04
Task analysis  Detectors  Training  Robustness  Proposals  Feature extraction  Cameras  Deep neural networks  Person search  
Refined Knowledge Transfer for Language-Based Person Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9315-9329
作者:  Wu, Ziqiang;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang
收藏  |  浏览/下载：59/0  |  提交时间：2024/05/20
Language-based person search  knowledge enhancement  knowledge enhancement  cross-modal knowledge transfer  intra-modal knowledge transfer  intra-modal knowledge transfer  knowledge refiner  
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Kang, Nan;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：73/0  |  提交时间：2022/12/07
Training  Tail  Task analysis  Head  Visualization  Feature extraction  Data models  Classifier design  contrastive learning  long-tailed recognition  normalization  
Extending generalized unsupervised manifold alignment 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 7, 页码: 18
作者:  Yin, Xiaoyi;  Cui, Zhen;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：76/0  |  提交时间：2022/12/07
unsupervised manifold alignment  relaxed integer programming  Frank Wolfe algorithm