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Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation 会议论文
, USA, 2019
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
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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
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(865Kb)  |  Favorite  |  View/Download:24/13  |  Submit date:2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Learning Structured Ordinal Measures for Video based Face Recognition 期刊论文
Pattern Recognition, 2018, 卷号: 75, 期号: 0, 页码: 4-14
Authors:  Ran He;  Tieniu Tan;  Larry Davis;  Zhenan Sun
View  |  Adobe PDF(1737Kb)  |  Favorite  |  View/Download:89/23  |  Submit date:2018/01/08
Learning Structured Ordinal Measures  
Coupled Deep Learning for Heterogeneous Face Recognition 会议论文
, New Orleans, Louisiana, USA, February 2–7, 2018
Authors:  Xiang Wu;  Lingxiao Song;  Ran He;  Tieniu Tan
View  |  Adobe PDF(391Kb)  |  Favorite  |  View/Download:100/15  |  Submit date:2018/01/04
Image Piece Learning for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 4, 页码: 648-659
Authors:  Yi Li;  Yanqing Guo;  Yueying Kao;  Ran He
View  |  Adobe PDF(1522Kb)  |  Favorite  |  View/Download:90/19  |  Submit date:2017/07/18
Conditional Random Field (Crf)  Image Semantic Segmentation  Piece Learning  Weakly Supervised  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
View  |  Adobe PDF(2269Kb)  |  Favorite  |  View/Download:125/61  |  Submit date:2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Transformation invariant subspace clustering 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 期号: doi:10.1016/j.patcog.2016.02.006, 页码: 142-155
Authors:  Li, Qi;  Sun, Zhenan;  Lin, Zhouchen;  He, Ran;  Tan, Tieniu
View  |  Adobe PDF(3366Kb)  |  Favorite  |  View/Download:127/33  |  Submit date:2016/06/22
Transformation  Subspace Clustering  Joint Alignment And Clustering  
Cross-Modal Subspace Learning via Pairwise Constraints 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5543-5556
Authors:  Ran He(赫然);  Man Zhang;  Liang Wang;  Ye Ji;  Qiyue Yin;  Ji, Ye
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Multi Modal  Pairwise Constraint  Subspace Clustering  
Robust Subspace Clustering With Complex Noise 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4001-4013
Authors:  Ran He(赫然);  Yingya Zhang;  Zhenan Sun;  Qiyue Yin;  He, Ran
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Subspace Clustering  Subspace Segmentation  Correntropy  Half-quadratic Minimization  
Code Consistent Hashing based on Information-theoretic Criterion 期刊论文
IEEE Transactions on Big Data (TBD), 2015, 卷号: 1, 期号: 3, 页码: 84-94
Authors:  Shu Zhang;  Jian Liang;  Ran He;  Zhenan Sun
View  |  Adobe PDF(765Kb)  |  Favorite  |  View/Download:42/9  |  Submit date:2018/01/03
Supervised Hashing  Binary Codes  Code Consistent Constraint  Information-theoretic Criterion