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Deep Embedded Multi-view Clustering with Collaborative Training

Deep Embedded Multi-view Clustering with Collaborative Training

Information Sciences (Inf. Sci.), 2020
26 July 2020
Jie Xu
Yazhou Ren
Guofeng Li
Lili Pan
Ce Zhu
Zenglin Xu
ArXiv (abs)PDFHTML

Papers citing "Deep Embedded Multi-view Clustering with Collaborative Training"

31 / 31 papers shown
MoEGCL: Mixture of Ego-Graphs Contrastive Representation Learning for Multi-View Clustering
MoEGCL: Mixture of Ego-Graphs Contrastive Representation Learning for Multi-View Clustering
Jian Zhu
X. Zou
Jun Sun
Cheng Luo
Lei Liu
Lingfang Zeng
Ning Zhang
Bian Wu
Chang Tang
Lirong Dai
214
0
0
08 Nov 2025
MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network
MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network
Chenping Pei
Fadi Dornaika
Jingjun Bi
118
0
0
03 Nov 2025
DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
Bocheng Guo
Jin Wang
Yijie Li
Junyi Wang
Mingyu Gao
...
J. Rushmore
N. Makris
Yogesh Rathi
L. O’Donnell
Fan Zhang
223
2
0
24 Oct 2025
Clustering Result Re-guided Incomplete Multi-view Spectral Clustering
Clustering Result Re-guided Incomplete Multi-view Spectral Clustering
Jun Yin
Runcheng Cai
Shiliang Sun
77
0
0
11 Oct 2025
Adversarial Fair Multi-View Clustering
Adversarial Fair Multi-View Clustering
Mudi Jiang
Jiahui Zhou
Lianyu Hu
Xinying Liu
Zengyou He
Zhikui Chen
FaML
274
0
0
06 Aug 2025
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering
Bo Li
Jing Yun
338
1
0
07 Apr 2025
Towards Learnable Anchor for Deep Multi-View Clustering
Towards Learnable Anchor for Deep Multi-View ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2025
Bocheng Wang
Chusheng Zeng
Mulin. Chen
Xuelong Li
237
10
0
16 Mar 2025
Trusted Mamba Contrastive Network for Multi-View Clustering
Trusted Mamba Contrastive Network for Multi-View ClusteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Jian Zhu
Xin Zou
Lei Liu
Zhangmin Huang
Ying Zhang
Chang Tang
Li-Rong Dai
401
5
0
08 Jan 2025
Balanced Multi-view Clustering
Balanced Multi-view Clustering
Zhenglai Li
Jun Wang
Chang-Fu Tang
Xinzhong Zhu
Wei Zhang
Xinwang Liu
557
0
0
05 Jan 2025
A Novel Deep Learning Tractography Fiber Clustering Framework for
  Functionally Consistent White Matter Parcellation Using Multimodal Diffusion
  MRI and Functional MRI
A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRIIEEE International Symposium on Biomedical Imaging (ISBI), 2024
Jin Wang
Bocheng Guo
Yijie Li
Junyi Wang
Yuqian Chen
J. Rushmore
N. Makris
Yogesh Rathi
L. O’Donnell
Fan Zhang
303
2
0
04 Nov 2024
Differentiable Information Bottleneck for Deterministic Multi-view
  Clustering
Differentiable Information Bottleneck for Deterministic Multi-view ClusteringComputer Vision and Pattern Recognition (CVPR), 2024
Xiaoqiang Yan
Zhixiang Jin
Fengshou Han
Yangdong Ye
299
18
0
23 Mar 2024
Self Supervised Correlation-based Permutations for Multi-View Clustering
Self Supervised Correlation-based Permutations for Multi-View Clustering
Ran Eisenberg
Jonathan Svirsky
Ofir Lindenbaum
485
2
0
26 Feb 2024
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Jiatai Wang
Zhiwei Xu
Xin Wang
Tao Li
274
1
0
29 Oct 2023
Contrastive Continual Multi-view Clustering with Filtered Structural
  Fusion
Contrastive Continual Multi-view Clustering with Filtered Structural FusionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xinhang Wan
Jiyuan Liu
Hao Yu
Ao Li
Xinwang Liu
Ke Liang
Zhibin Dong
En Zhu
CLL
340
15
0
26 Sep 2023
A Novel Approach for Effective Multi-View Clustering with
  Information-Theoretic Perspective
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic PerspectiveNeural Information Processing Systems (NeurIPS), 2023
Chenhang Cui
Yazhou Ren
Jingyu Pu
Jiawei Li
X. Pu
Tianyi Wu
Yutao Shi
Lifang He
310
53
0
25 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey
Self-supervised Multi-view Clustering in Computer Vision: A SurveyIET Computer Vision (ICV), 2023
Jiatai Wang
Zhiwei Xu
Xuewen Yang
Hailong Li
Bo Li
Xuying Meng
263
6
0
18 Sep 2023
Asymmetric double-winged multi-view clustering network for exploring
  Diverse and Consistent Information
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent InformationNeural Networks (Neural Netw.), 2023
Qun Zheng
Xihong Yang
Siwei Wang
Xinru An
Qi Liu
249
10
0
01 Sep 2023
DealMVC: Dual Contrastive Calibration for Multi-view Clustering
DealMVC: Dual Contrastive Calibration for Multi-view ClusteringACM Multimedia (ACM MM), 2023
Xihong Yang
Jiaqi Jin
Siwei Wang
K. Liang
Yue Liu
Yi Wen
Suyuan Liu
Sihang Zhou
Xinwang Liu
En Zhu
488
154
0
17 Aug 2023
Deep Multi-View Subspace Clustering with Anchor Graph
Deep Multi-View Subspace Clustering with Anchor GraphInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Chenhang Cui
Yazhou Ren
Jingyu Pu
X. Pu
Lifang He
285
52
0
11 May 2023
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view
  Clustering
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view ClusteringComputer Vision and Pattern Recognition (CVPR), 2023
Weiqing Yan
Yuanyang Zhang
Chenlei Lv
Chang Tang
Guanghui Yue
Liang Liao
Weisi Lin
192
151
0
11 May 2023
On the Effects of Self-supervision and Contrastive Alignment in Deep
  Multi-view Clustering
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view ClusteringComputer Vision and Pattern Recognition (CVPR), 2023
Daniel J. Trosten
Sigurd Løkse
Robert Jenssen
Michael C. Kampffmeyer
181
46
0
17 Mar 2023
Multi-view Semantic Consistency based Information Bottleneck for
  Clustering
Multi-view Semantic Consistency based Information Bottleneck for ClusteringKnowledge-Based Systems (KBS), 2023
Wen-biao Yan
Jihua Zhu
Yi Zhou
Yifei Wang
Qinghai Zheng
160
25
0
28 Feb 2023
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering
MCoCo: Multi-level Consistency Collaborative Multi-view ClusteringExpert systems with applications (ESWA), 2023
Yi Zhou
Qinghai Zheng
Wen-biao Yan
Yifei Wang
Pengcheng Shi
Jihua Zhu
259
22
0
26 Feb 2023
Variational Graph Generator for Multi-View Graph Clustering
Variational Graph Generator for Multi-View Graph ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Jianpeng Chen
Yawen Ling
Jie Xu
Yazhou Ren
Shudong Huang
X. Pu
Zhifeng Hao
Philip S. Yu
Lifang He
293
26
0
13 Oct 2022
Deep Clustering: A Comprehensive Survey
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yazhou Ren
Jingyu Pu
Zhimeng Yang
Jie Xu
Guofeng Li
X. Pu
Philip S. Yu
Lifang He
HAI
401
230
0
09 Oct 2022
Audio Similarity is Unreliable as a Proxy for Audio Quality
Audio Similarity is Unreliable as a Proxy for Audio QualityInterspeech (Interspeech), 2022
Pranay Manocha
Zeyu Jin
Adam Finkelstein
276
16
0
27 Jun 2022
Deep Multi-View Semi-Supervised Clustering with Sample Pairwise
  Constraints
Deep Multi-View Semi-Supervised Clustering with Sample Pairwise ConstraintsNeurocomputing (Neurocomputing), 2022
Rui Chen
Yongqiang Tang
Wensheng Zhang
Wenlong Feng
190
29
0
10 Jun 2022
Deep Embedded Multi-View Clustering via Jointly Learning Latent
  Representations and Graphs
Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs
Zongmo Huang
Yazhou Ren
X. Pu
Lifang He
GNN
147
11
0
08 May 2022
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view ClusteringIEEE International Conference on Computer Vision (ICCV), 2021
Jie Xu
Yazhou Ren
Huayi Tang
X. Pu
Xiaofeng Zhu
Ming Zeng
Lifang He
DRL
236
156
0
21 Jun 2021
Multi-level Feature Learning for Contrastive Multi-view Clustering
Multi-level Feature Learning for Contrastive Multi-view ClusteringComputer Vision and Pattern Recognition (CVPR), 2021
Jie Xu
Huayi Tang
Yazhou Ren
Liang Peng
Xiao-lan Zhu
Lifang He
236
322
0
21 Jun 2021
Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering
Self-Supervised Discriminative Feature Learning for Deep Multi-View ClusteringIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jie Xu
Yazhou Ren
Huayi Tang
Zhimeng Yang
Lili Pan
Yang Yang
X. Pu
Philip S. Yu
Lifang He
368
210
0
28 Mar 2021
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