A Novel Approach for Effective Multi-View Clustering with
Information-Theoretic Perspective

A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective

25 September 2023

Papers citing "A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective"

10 / 10 papers shown

Title
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior Romain Chor Abdellatif Zaidi Piotr Krasnowski 49 0 0 25 Apr 2025
Multi-view clustering integrating anchor attribute and structural information Xuetong Li Xiao-Dong Zhang 21 0 0 29 Oct 2024
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views Xinyue Chen Yazhou Ren Jie Xu Fangfei Lin X. Pu Yang Yang FedML 20 0 0 12 Oct 2024
Multi-level Reliable Guidance for Unpaired Multi-view Clustering Like Xin Wanqi Yang Lei Wang Ming Yang 45 0 0 01 Jul 2024
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering Jingxin Wang Renxiang Guan Kainan Gao Zihao Li Hao Li Xianju Li Chang-Fu Tang 32 1 0 08 Apr 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering Zichen Wen Yawen Ling Yazhou Ren Tianyi Wu Jianpeng Chen X. Pu Zhifeng Hao Lifang He 29 12 0 05 Jan 2024
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 23 17 0 26 Feb 2023
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 33 5 0 13 Oct 2022
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences Siwei Wang Xinwang Liu Suyuan Liu Jiaqi Jin Wenxuan Tu Xinzhong Zhu En Zhu 37 57 0 30 May 2022
Deep Embedded Multi-view Clustering with Collaborative Training Jie Xu Yazhou Ren Guofeng Li Lili Pan Ce Zhu Zenglin Xu 30 156 0 26 Jul 2020