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Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity

22 March 2022

Dong Huang

Changdong Wang

Jianhuang Lai

ArXiv (abs)PDF HTML Github (23★)

Papers citing "Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity"

21 / 21 papers shown

Title
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance Jiaqi Jin Siwei Wang Zhibin Dong Xihong Yang Xinwang Liu En Zhu Kunlun He 75 0 0 14 Mar 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 136 12 0 10 Jan 2025
Multi-view Clustering via Unified Multi-kernel Learning and Matrix Factorization Chenxing Jia Mingjie Cai Hamido Fujita 113 0 0 12 Dec 2024
Uncertainty Aware Learning for Language Model Alignment Yikun Wang Rui Zheng Liang Ding Qi Zhang Dahua Lin Dacheng Tao 102 5 0 07 Jun 2024
Camera clustering for scalable stream-based active distillation Dani Manjah Davide Cacciarelli Christophe De Vleeschouwer Benoit Macq 83 1 0 16 Apr 2024
Live and Learn: Continual Action Clustering with Incremental Views Xiaoqiang Yan Yingtao Gan Yiqiao Mao Yangdong Ye Hui Yu CLL 22 5 0 23 Mar 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering Xiaoqiang Yan Zhixiang Jin Fengshou Han Yangdong Ye 65 4 0 23 Mar 2024
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering Zhen Long Qiyuan Wang Yazhou Ren Yipeng Liu Ce Zhu 63 2 0 14 Mar 2024
Efficient Multi-View Graph Clustering with Local and Global Structure Preservation Yi Wen Suyuan Liu Xinhang Wan Siwei Wang K. Liang Xinwang Liu Xihong Yang Pei Zhang 73 22 0 31 Aug 2023
Disentangling Multi-view Representations Beyond Inductive Bias Guanzhou Ke Yang Yu Guoqing Chao Xiaoli Wang Chenyang Xu Shengfeng He 48 8 0 03 Aug 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training Jianfeng He Julian Salazar Kaisheng Yao Haoqi Li Jason (Jinglun) Cai VLM 70 7 0 22 May 2023
Multi-view MERA Subspace Clustering Zhen Long Ce Zhu Jing Chen Zihan Li Ya-Zhou Ren Yipeng Liu 42 16 0 16 May 2023
One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering Siwei Fang Dong Huang Changdong Wang Jian-Huang Lai 34 0 0 12 May 2023
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering Weiqing Yan Yuanyang Zhang Chenlei Lv Chang Tang Guanghui Yue Liang Liao Weisi Lin 77 49 0 11 May 2023
Heterogeneous Tri-stream Clustering Network Xiao-Xue Deng Dong Huang Chang-Dong Wang 55 9 0 11 Jan 2023
Deep Temporal Contrastive Clustering Ying Zhong Dong Huang Chang-Dong Wang AI4TS 71 12 0 29 Dec 2022
Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning Siwei Fang Dong Huang Xiaosha Cai Changdong Wang Chaobo He Yong Tang 94 101 0 09 Sep 2022
Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks Yuan Xu Dong Huang Changdong Wang Jianhuang Lai SSL 90 20 0 14 Jul 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks Dong Huang Ding Chen Xiang Chen Changdong Wang Jianhuang Lai 83 4 0 01 Jun 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 96 62 0 30 May 2022
Joint Multi-view Unsupervised Feature Selection and Graph Learning Siwei Fang Dong Huang Changdong Wang Yong Tang 94 39 0 18 Apr 2022