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Semi-supervised domain adaptation via Fredholm integral based kernel methods 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 页码: 185-197
Authors:  Wang, Wei;  Wang, Hao;  Zhang, Zhaoxiang;  Zhang, Chen;  Gao, Yang
Favorite  |  View/Download:26/0  |  Submit date:2019/01/08
Domain adaptation  Semi-supervised learning  Multiple kernel learning  Hilbert space embedding of distributions  
Learning with Average Top-k Loss 会议论文
, Long Beach, CA, USA, 2017
Authors:  Fan, Yanbo;  Lyu, Siwei;  Ying, Yiming;  Hu, Bao-Gang
View  |  Adobe PDF(532Kb)  |  Favorite  |  View/Download:61/14  |  Submit date:2018/01/05
Supervised Learning  Aggregate Loss  Average Top-k  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
Authors:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
View  |  Adobe PDF(7133Kb)  |  Favorite  |  View/Download:164/49  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
LSSLP - Local structure sensitive label propagation 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 332, 页码: 19-32
Authors:  Zhu, Zhenfeng;  Cheng, Jian;  Zhao, Yao;  Ye, Jieping
Favorite  |  View/Download:54/0  |  Submit date:2016/03/19
Machine Learning  Semi-supervised Learning  Label Propagation  Pattern Classification  Graph Model  
Human Age Estimation Based on Locality and Ordinal Information 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 11, 页码: 2522-2534
Authors:  Li, Changsheng;  Liu, Qingshan;  Dong, Weishan;  Zhu, Xiaobin;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1909Kb)  |  Favorite  |  View/Download:62/8  |  Submit date:2016/01/18
Age Estimation  Feature Selection  Local Manifold Structure  Ordinal Pattern  Semi-supervised Learning  
Max-Confidence Boosting With Uncertainty for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 5, 页码: 1650-1659
Authors:  Guo, Wen;  Cao, Liangliang;  Han, Tony X.;  Yan, Shuicheng;  Xu, Changsheng
View  |  Adobe PDF(2847Kb)  |  Favorite  |  View/Download:69/4  |  Submit date:2015/09/21
Max-confidence Boosting  Semi-supervised Learning  Visual Tracking  
Semi- and Weakly- Supervised Semantic Segmentation with Deep Convolutional Neural Networks 会议论文
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, Brisbane, Australia, October 26 - 30, 2015
Authors:  Yuhang Wang;  Jing Liu;  Yong Li;  Hanqing Lu
View  |  Adobe PDF(1284Kb)  |  Favorite  |  View/Download:96/37  |  Submit date:2017/02/20
Cnn  Semantic Segmentation  Semi-supervised Learning  
Semi-supervised Unified Latent Factor learning with multi-view data 期刊论文
MACHINE VISION AND APPLICATIONS, 2014, 卷号: 25, 期号: 7, 页码: 1635-1645
Authors:  Jiang, Yu;  Liu, Jing;  Li, Zechao;  Lu, Hanqing
View  |  Adobe PDF(1009Kb)  |  Favorite  |  View/Download:58/17  |  Submit date:2015/08/12
Multi-view Learning  Semi-supervised Learning  Unified Latent Factor Learning  Nonnegative Matrix Factorization  
Semi-supervised multi-graph hashing for scalable similarity search 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 期号: 1, 页码: 12-21
Authors:  Cheng, Jian;  Leng, Cong;  Li, Peng;  Wang, Meng;  Lu, Hanqing;  Jian Cheng
View  |  Adobe PDF(1590Kb)  |  Favorite  |  View/Download:145/61  |  Submit date:2015/08/12
Hashing  Multiple Graph Learning  Multiple Modality  Semi-supervised Learning  
Hierarchical sparse representation based Multi-Instance Semi-Supervised Learning with application to image categorization 期刊论文
SIGNAL PROCESSING, 2014, 卷号: 94, 页码: 595-607
Authors:  Feng, Songhe;  Xiong, Weihua;  Li, Bing;  Lang, Congyan;  Huang, Xiankai
Adobe PDF(5203Kb)  |  Favorite  |  View/Download:79/24  |  Submit date:2015/08/12
Multi-instance Semi-supervised Learning  Hierarchical Sparse Representation  Weighted Multi-instance Kernel  Image Categorization