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CASIA OpenIR

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Adaptive-weighted deep multi-view clustering with uniform scale representation 期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 114-126
作者:  Chen, Rui;  Tang, Yongqiang;  Zhang, Wensheng;  Feng, Wenlong
收藏  |  浏览/下载：71/0  |  提交时间：2024/02/21
Multi-view clustering  Deep clustering  Adaptive-weighted learning  Uniform scale representation  
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Wensheng
收藏  |  浏览/下载：74/0  |  提交时间：2023/11/17
Affine subspace  low-rank representation  low-rank tensor  multi-view learning  subspace clustering  
Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者:  Haonan Huang;  Guoxu Zhou;  Naiyao Liang;  Qibin Zhao;  Shengli Xie
Adobe PDF(3206Kb)  |  收藏  |  浏览/下载：143/41  |  提交时间：2023/09/22
Deep matrix factorization (DMF)  diversity  hypergraph regularization  multi-view data representation (MDR)  
Instance-wise multi-view representation learning 期刊论文
INFORMATION FUSION, 2023, 卷号: 91, 页码: 612-622
作者:  Li, Dan;  Wang, Haibao;  Wang, Yufeng;  Wang, Shengpei
收藏  |  浏览/下载：138/0  |  提交时间：2023/03/20
Multi-view representation learning  Instance-wise selection  View-specific  View-shared  
Consistent and diverse multi-View subspace clustering with structure constraint 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:  Si, Xiaomeng;  Yin, Qiyue;  Zhao, Xiaojie;  Yao, Li
收藏  |  浏览/下载：219/0  |  提交时间：2021/11/03
Subspace self-representation  Multi-view clustering  Consistency  Diversity  Clustering structure  
Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 548, 页码: 295-312
作者:  Liang, Yunji;  Li, Huihui;  Guo, Bin;  Yu, Zhiwen;  Zheng, Xiaolong;  Samtani, Sagar;  Zeng, Daniel D.
收藏  |  浏览/下载：238/0  |  提交时间：2021/03/08
View attention  Spatial attention  Multi-view representation  Series and parallel connection  Conventional neural network  Text classification  
Generalized Latent Multi-View Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 1, 页码: 86-99
作者:  Zhang, Changqing;  Fu, Huazhu;  Hu, Qinghua;  Cao, Xiaochun;  Xie, Yuan;  Tao, Dacheng;  Xu, Dong
收藏  |  浏览/下载：339/0  |  提交时间：2020/03/30
Clustering methods  Correlation  Electronic mail  Neural networks  Task analysis  Clustering algorithms  Minimization  Multi-view clustering  subspace clustering  latent representation  neural networks  
Multi-View Image Classification With Visual, Semantic and View Consistency 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 617-627
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：281/0  |  提交时间：2020/03/30
Semantics  Visualization  Correlation  Training  Internet  Encoding  Image representation  Multi-view learning  image classification  visual consistency  semantic consistency  view consistency  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Adobe PDF(615Kb)  |  收藏  |  浏览/下载：369/102  |  提交时间：2018/10/10
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
作者:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：420/99  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning