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Multiview Clustering via Unified and View-Specific Embeddings Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 11, 页码: 5541-5553
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
Favorite  |  View/Download:2/0  |  Submit date:2019/10/10
Incomplete multiview data  knowledge graph embedding  multiview learning  subspace learning  
Cross-modal subspace learning for fine-grained sketch-based image retrieval 期刊论文
NEUROCOMPUTING, 2018, 卷号: 278, 页码: 75-86
Authors:  Xu, Peng;  Yin, Qiyue;  Huang, Yongye;  Song, Yi-Zhe;  Ma, Zhanyu;  Wang, Liang;  Xiang, Tao;  Kleijn, W. Bastiaan;  Guo, Jun
Favorite  |  View/Download:60/0  |  Submit date:2018/10/10
Cross-modal Subspace Learning  Sketch-based Image Retrieval  Fine-grained  
Unified subspace learning for incomplete and unlabeled multi-view data 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 67, 页码: 313-327
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(3777Kb)  |  Favorite  |  View/Download:210/120  |  Submit date:2017/05/10
Multi-view Learning  Subspace Learning  Incomplete And Unlabeled Data  Multi-view Clustering  Cross-modal Retrieval  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
Authors:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
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Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 11, 页码: 2656-2669
Authors:  Ren, Chuan-Xian;  Lei, Zhen;  Dai, Dao-Qing;  Li, Stan Z.
Adobe PDF(1998Kb)  |  Favorite  |  View/Download:82/17  |  Submit date:2017/02/14
Discontinuity  Image Gradient  Order Features  Sparse Representation  Subspace Learning  
SubMIL: Discriminative subspaces for multi-instance learning 期刊论文
NEUROCOMPUTING, 2016, 卷号: 173, 页码: 1768-1774
Authors:  Yuan, Jiazheng;  Huang, Xiankai;  Liu, Hongzhe;  Li, Bing;  Xiong, Weihua
Adobe PDF(548Kb)  |  Favorite  |  View/Download:103/9  |  Submit date:2016/03/19
Multi-instance Learning  Low Rank  Subspace  
Group-Invariant Cross-Modal Subspace Learning 会议论文
Proc. International Joint Conference on Artificial Intelligence, New York, USA, 2016
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(904Kb)  |  Favorite  |  View/Download:74/22  |  Submit date:2017/02/25
Unsupervised  Cross-modal  Subspace Learning  
Robust Structured Subspace Learning for Data Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 10, 页码: 2085-2098
Authors:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
View  |  Adobe PDF(525Kb)  |  Favorite  |  View/Download:439/241  |  Submit date:2015/10/13
Data Representation  Latent Subspace  Image Understanding  Feature Learning  Structure Preserving  
跨模态数据分析与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  王开业
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跨模态检索  子空间学习  特征选择  多模态数据统一表示  跨模态哈希  Cross-modal Retrieval  Subspace Learning  Feature Selection  Unified Representation Learning  Cross-modal Hashing  
基于子空间的多视角学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  蒋瑜
Adobe PDF(17239Kb)  |  Favorite  |  View/Download:366/0  |  Submit date:2015/09/02
多视角学习  子空间学习  概率潜在语义分析  狄里克莱分布  非负矩阵分解  协同过滤  Multi-view Learning  Subspace Learning  Probabilistic Latent Semantic Analysis  Latent Dirichlet Allocation  Nonnegtive Matrix Factorization  Collaborative Filtering