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Learning to Adapt Across Dual Discrepancy for Cross-Domain Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 1963-1980
作者:  Luo, Chuanchen;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(2539Kb)  |  收藏  |  浏览/下载：204/61  |  提交时间：2023/03/20
Person re-identification  domain adaptation  cross-domain mixup  camera-aware learning  self-paced learning  
Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2022, 卷号: 16, 期号: 3, 页码: 11
作者:  Fan, Junsong;  Wang, Yuxi;  Guan, He;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(4804Kb)  |  收藏  |  浏览/下载：266/46  |  提交时间：2022/06/10
domain adaptation  semantic segmentation  
Unsupervised Domain Adaptation with Background Shift Mitigating for Person Re-Identification 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 20
作者:  Huang, Yan;  Wu, Qiang;  Xu, Jingsong;  Zhong, Yi;  Zhang, Zhaoxiang
收藏  |  浏览/下载：160/0  |  提交时间：2021/08/15
Person re-identification  Unsupervised domain adaptation  Background suppression  Image generation  Virtual label estimation  
Attention Guided Multiple Source and Target Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 30, 页码: 892-906
作者:  Wang, Yuxi;  Zhang, Zhaoxiang;  Hao, Wangli;  Song, Chunfeng
Adobe PDF(3460Kb)  |  收藏  |  浏览/下载：270/40  |  提交时间：2021/03/02
Semantics  Task analysis  Generators  Generative adversarial networks  Feature extraction  Visualization  Meteorology  Domain adaptation  multiple source and target domains  attention  
Exploring uncertainty in pseudo-label guided unsupervised domain adaptation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 96, 页码: 11
作者:  Liang, Jian;  He, Ran;  Sun, Zhenan;  Tan, Tieniu
收藏  |  浏览/下载：303/0  |  提交时间：2019/12/16
Unsupervised domain adaptation  Pseudo labeling  Feature transformation  Progressive learning  Transfer learning  
Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation 会议论文
, USA, 2019
作者:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
浏览  |  Adobe PDF(607Kb)  |  收藏  |  浏览/下载：267/74  |  提交时间：2019/06/10
Domain Adaptation  
Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
作者:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
浏览  |  Adobe PDF(865Kb)  |  收藏  |  浏览/下载：399/133  |  提交时间：2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Semi-supervised domain adaptation via Fredholm integral based kernel methods 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 页码: 185-197
作者:  Wang, Wei;  Wang, Hao;  Zhang, Zhaoxiang;  Zhang, Chen;  Gao, Yang
收藏  |  浏览/下载：264/0  |  提交时间：2019/01/08
Domain adaptation  Semi-supervised learning  Multiple kernel learning  Hilbert space embedding of distributions