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Joint Deep Multi-View Learning for Image Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 11, 页码: 3594-3606
Authors:  Xie, Yuan;  Lin, Bingqian;  Qu, Yanyun;  Li, Cuihua;  Zhang, Wensheng;  Ma, Lizhuang;  Wen, Yonggang;  Tao, Dacheng
Favorite  |  View/Download:51/0  |  Submit date:2021/11/03
Clustering methods  Feature extraction  Electronic mail  Correlation  Learning systems  Clustering algorithms  Machine learning  Multi-view clustering  deep learning  multi-view fusion  
Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering 期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yongqiang, Tang;  Yuan, Xie;  Chenyang, Zhang;  Wensheng, Zhang
Adobe PDF(8530Kb)  |  Favorite  |  View/Download:42/6  |  Submit date:2022/04/01
Multi-view learning  pairwise constraint  semi-supervised clustering  subspace learning  tensor singular value decomposition (t-SVD)  
Three-dimensional ATUM-SEM reconstruction and analysis of hepatic endoplasmic reticulum-organelle interactions 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2021, 卷号: 13, 期号: 9, 页码: 636-645
Authors:  Jiang, Yi;  Li, Linlin;  Chen, Xi;  Liu, Jiazheng;  Yuan, Jingbin;  Xie, Qiwei;  Han, Hua
Adobe PDF(1914Kb)  |  Favorite  |  View/Download:41/1  |  Submit date:2022/01/27
3D reconstruction  ATUM-SEM  deep learning  liver  ER  MCSs  
One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 15
Authors:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Changqing;  Zhang, Zhizhong;  Zhang, Wensheng
Favorite  |  View/Download:30/0  |  Submit date:2022/01/27
Tensors  Optimization  Clustering methods  Computational modeling  Clustering algorithms  Semantics  Matrix decomposition  Multiview clustering  multiview representations  subspace clustering  tensor singular value decomposition (t-SVD)  
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1223-1237
Authors:  Tang, Yongqiang;  Xie, Yuan;  Yang, Xuebing;  Niu, Jinghao;  Zhang, Wensheng
Favorite  |  View/Download:70/0  |  Submit date:2021/03/29
Kernel  Time series analysis  Time measurement  Clustering algorithms  Optimization  Task analysis  Time series clustering  multiple kernels clustering  self-paced learning  tensor optimization  
Robust Kernelized Multiview Self-Representation for Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
Authors:  Xie, Yuan;  Liu, Jinyan;  Qu, Yanyun;  Tao, Dacheng;  Zhang, Wensheng;  Dai, Longquan;  Ma, Lizhuang
Favorite  |  View/Download:61/0  |  Submit date:2021/03/29
Tensile stress  Kernel  Manifolds  Optimization  Learning systems  Correlation  Data models  Kernelization  multiview subspace learning  nonlinear subspace clustering  tensor singular value decomposition (t-SVD)  
Single-image super-resolution via joint statistic models-guided deep auto-encoder network 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 9, 页码: 4885-4896
Authors:  Chen, Rong;  Qu, Yanyun;  Li, Cuihua;  Zeng, Kun;  Xie, Yuan;  Li, Ce
Favorite  |  View/Download:89/0  |  Submit date:2020/06/22
Non-local similarity  Split Bergman iteration  Steering kernel regression  Single-image super-resolution  
Image captioning via hierarchical attention mechanism and policy gradient optimization 期刊论文
SIGNAL PROCESSING, 2020, 卷号: 167, 页码: 12
Authors:  Yan, Shiyang;  Xie, Yuan;  Wu, Fangyu;  Smith, Jeremy S.;  Lu, Wenjin;  Zhang, Bailing
Favorite  |  View/Download:99/0  |  Submit date:2020/03/30
Image captioning  Hierarchical attention mechanism  Generative adversarial network  Reinforcement learning  Policy gradient  
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
Favorite  |  View/Download:129/0  |  Submit date:2020/03/30
Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)  
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
Authors:  Zhang, Changqing;  Fu, Huazhu;  Hu, Qinghua;  Cao, Xiaochun;  Xie, Yuan;  Tao, Dacheng;  Xu, Dong
Favorite  |  View/Download:137/0  |  Submit date:2020/03/30
Clustering methods  Correlation  Electronic mail  Neural networks  Task analysis  Clustering algorithms  Minimization  Multi-view clustering  subspace clustering  latent representation  neural networks