Comprehensive Multi-view Representation Learning

Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix

(2020) Yongyong Chen et al.   PATTERN RECOGNITION

RED-Nets: Redistribution Networks for Multi-View Classification

(2020) Haijuan Fu et al.   Information Fusion

Low-rank tensor constrained co-regularized multi-view spectral clustering

(2020) Huiling Xu et al.   NEURAL NETWORKS

Relaxed multi-view clustering in latent embedding space

(2020) Man-Sheng Chen et al.   Information Fusion

Feature concatenation multi-view subspace clustering

(2019) Qinghai Zheng et al.   NEUROCOMPUTING

Essential Tensor Learning for Multi-View Spectral Clustering

(2019) Jianlong Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding

(2019) Zhanxuan Hu et al.   Information Fusion

GMC: Graph-Based Multi-View Clustering

(2019) Hao Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Binary Multi-View Clustering

(2018) Zheng Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization

(2018) Yuan Xie et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Survey of Multi-View Representation Learning

(2018) Yingming Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Emotion Recognition Using Deep Learning Approach from Audio-Visual Emotional Big Data

(2018) M.Shamim Hossain et al.   Information Fusion

Generalized Latent Multi-View Subspace Clustering

(2018) Changqing Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Uniform Projection for Multi-View Learning

(2017) Zhenyue Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

PAC-Bayes analysis of multi-view learning

(2017) Shiliang Sun et al.   Information Fusion

Multi-view learning overview: Recent progress and new challenges

(2017) Jing Zhao et al.   Information Fusion

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering

(2017) Xi Peng et al.   IEEE Transactions on Cybernetics

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey of multi-view machine learning

(2013) Shiliang Sun   NEURAL COMPUTING & APPLICATIONS

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE