Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering

21 June 2021

Papers citing "Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering"

36 / 36 papers shown

Title
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering Bo Li Jing Yun 36 0 0 07 Apr 2025
Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering Guoqing Chao Kaixin Xu Xijiong Xie Yongyong Chen 66 0 0 26 Feb 2025
Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model Yuxuan Cai Xinbing Wang Satoshi Tsutsui Winnie Pang Bihan Wen 62 0 0 03 Feb 2025
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations J. Wilkins Sivan Ding Magdalena Fuentes J. P. Bello 29 0 0 05 Nov 2024
Dynamic Evidence Decoupling for Trusted Multi-view Learning Ying Liu Lihong Liu Cai Xu Xiangyu Song Ziyu Guan Wei Zhao EDL 32 3 0 04 Oct 2024
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering Ge Teng Ting Mao Chen Shen Xiang Tian Xuesong Liu Yaowu Chen Jieping Ye 3DV AI4TS 24 0 0 12 Jul 2024
Discovering Common Information in Multi-view Data Qi Zhang Mingfei Lu Shujian Yu Jingmin Xin Badong Chen 37 5 0 21 Jun 2024
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning Zheng Huang Qihui Yang Dawei Zhou Yujun Yan AI4CE 36 3 0 07 Jun 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 52 2 0 24 May 2024
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras Mhairi Dunion Stefano V. Albrecht 35 4 0 22 Apr 2024
Rethinking Multi-view Representation Learning via Distilled Disentangling Guanzhou Ke Bo Wang Xiaoli Wang Shengfeng He 37 3 0 16 Mar 2024
Self Supervised Correlation-based Permutations for Multi-View Clustering Ran Eisenberg Jonathan Svirsky Ofir Lindenbaum 32 2 0 26 Feb 2024
Dual-disentangled Deep Multiple Clustering Jiawei Yao Juhua Hu 24 5 0 07 Feb 2024
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 21 1 0 29 Oct 2023
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling Hao Wang Zhi-Qi Cheng Jingdong Sun Xin Yang Xiao-Jun Wu Hongyang Chen Yan Yang 33 5 0 28 Oct 2023
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective Chenhang Cui Yazhou Ren Jingyu Pu Jiawei Li X. Pu Tianyi Wu Yutao Shi Lifang He 25 24 0 25 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey Jiatai Wang Zhiwei Xu Xuewen Yang Hailong Li Bo Li Xuying Meng 41 4 0 18 Sep 2023
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information Qun Zheng Xihong Yang Siwei Wang Xinru An Qi Liu 24 5 0 01 Sep 2023
DealMVC: Dual Contrastive Calibration for Multi-view Clustering Xihong Yang Jiaqi Jin Siwei Wang K. Liang Yue Liu Yi Wen Suyuan Liu Sihang Zhou Xinwang Liu En Zhu 35 55 0 17 Aug 2023
Disentangling Multi-view Representations Beyond Inductive Bias Guanzhou Ke Yang Yu Guoqing Chao Xiaoli Wang Chenyang Xu Shengfeng He 31 8 0 03 Aug 2023
Incomplete Multi-view Clustering via Diffusion Completion Sifan Fang DiffM 16 4 0 19 May 2023
Deep Multi-View Subspace Clustering with Anchor Graph Chenhang Cui Yazhou Ren Jingyu Pu X. Pu Lifang He 21 33 0 11 May 2023
Multimodal Understanding Through Correlation Maximization and Minimization Yi Shi Marc Niethammer 33 0 0 04 May 2023
SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA Pan Xiao Peijie Qiu Sungmin Ha Abdalla Bani Shuang Zhou Aristeidis Sotiras DRL 25 4 0 29 Mar 2023
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering Daniel J. Trosten Sigurd Løkse Robert Jenssen Michael C. Kampffmeyer 21 23 0 17 Mar 2023
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 20 17 0 26 Feb 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning Guanzhou Ke Guoqing Chao Xiaoli Wang Chenyang Xu Yong-Nan Zhu Yang Yu SSL 28 18 0 28 Dec 2022
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
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion Guanzhou Ke Yong-Nan Zhu Yang Yu 37 7 0 26 Aug 2022
Multimodal hierarchical Variational AutoEncoders with Factor Analysis latent space Alejandro Guerrero-López C. Sevilla-Salcedo Vanessa Gómez-Verdejo Pablo Martínez Olmos DRL 19 1 0 19 Jul 2022
Multiple Kernel Clustering with Dual Noise Minimization Junpu Zhang Liang Li Siwei Wang Jiyuan Liu Yue Liu Xinwang Liu En Zhu 26 24 0 13 Jul 2022
Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs Zongmo Huang Yazhou Ren X. Pu Lifang He GNN 11 7 0 08 May 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering Fang-Yu Lin Bing Bai Kun Bai Yazhou Ren Peng Zhao Zenglin Xu 15 32 0 05 May 2022
Multi-level Feature Learning for Contrastive Multi-view Clustering Jie Xu Huayi Tang Yazhou Ren Liang Peng Xiao-lan Zhu Lifang He 32 161 0 21 Jun 2021
Deep Embedded Multi-view Clustering with Collaborative Training Jie Xu Yazhou Ren Guofeng Li Lili Pan Ce Zhu Zenglin Xu 30 155 0 26 Jul 2020