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Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
28 March 2021
Jie Xu
Yazhou Ren
Huayi Tang
Zhimeng Yang
Lili Pan
Yang Yang
X. Pu
Philip S. Yu
Lifang He
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Papers citing
"Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering"
35 / 35 papers shown
Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence
Xihong Yang
Siwei Wang
Jiaqi Jin
Fangdi Wang
Tianrui Liu
Yueming Jin
Xinwang Liu
En Zhu
Kunlun He
260
0
0
19 Sep 2025
Multi-view Clustering via Bi-level Decoupling and Consistency Learning
Shihao Dong
Yuhui Zheng
Huiying Xu
Xinzhong Zhu
182
0
0
19 Aug 2025
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
Yaowen Hu
Wenxuan Tu
Yue Liu
Xinhang Wan
Junyi Yan
Taichun Zhou
Xinwang Liu
341
1
0
09 Jul 2025
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
Xihong Yang
Siwei Wang
Fangdi Wang
Jiaqi Jin
Suyuan Liu
Yue Liu
En Zhu
Xinwang Liu
Yueming Jin
404
8
0
27 May 2025
Label-independent hyperparameter-free self-supervised single-view deep subspace clustering
Lovro Sindicic
Ivica Kopriva
266
0
0
25 Apr 2025
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering
Bo Li
Jing Yun
338
1
0
07 Apr 2025
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
374
2
0
14 Mar 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation
Jie Xu
Na Zhao
Gang Niu
Masashi Sugiyama
Xiaofeng Zhu
652
8
0
06 Mar 2025
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering
ACM Multimedia (MM), 2024
Zichen Wen
Tianyi Wu
Yazhou Ren
Yawen Ling
Chenhang Cui
X. Pu
Lifang He
305
5
0
30 Oct 2024
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
Neural Information Processing Systems (NeurIPS), 2024
Xinyue Chen
Yazhou Ren
Jie Xu
Fangfei Lin
X. Pu
Yang Yang
FedML
312
0
0
12 Oct 2024
Active-Passive Federated Learning for Vertically Partitioned Multi-view Data
Jiyuan Liu
Xinwang Liu
Siqi Wang
Xingchen Hu
Qing Liao
Xinhang Wan
Yi Zhang
Xin Lv
Kunlun He
FedML
227
0
0
06 Sep 2024
Interpretable Multi-View Clustering
Pattern Recognition (Pattern Recogn.), 2024
Mudi Jiang
Lianyu Hu
Zengyou He
Zhikui Chen
194
7
0
04 May 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering
Computer Vision and Pattern Recognition (CVPR), 2024
Xiaoqiang Yan
Zhixiang Jin
Fengshou Han
Yangdong Ye
300
18
0
23 Mar 2024
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning
Hao Yang
Hua Mao
Wai Lok Woo
Jie Chen
Xi Peng
430
2
0
23 Jan 2024
Efficient and Effective Deep Multi-view Subspace Clustering
Yuxiu Lin
Hui Liu
Ren Wang
Qiang Guo
Caiming Zhang
460
0
0
15 Oct 2023
NP
2
^2
2
L: Negative Pseudo Partial Labels Extraction for Graph Neural Networks
Xinjie Shen
Danyang Wu
Jitao Lu
Junjie Liang
Jin Xu
Feiping Nie
240
0
0
02 Oct 2023
Contrastive Continual Multi-view Clustering with Filtered Structural Fusion
IEEE 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
Neural 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
Federated Deep Multi-View Clustering with Global Self-Supervision
ACM Multimedia (ACM MM), 2023
Xinyue Chen
Jie Xu
Yazhou Ren
X. Pu
Ce Zhu
Xiao-lan Zhu
Zhifeng Hao
Lifang He
FedML
338
29
0
24 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey
IET 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
Neural 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
ACM Multimedia (ACM MM), 2023
Xihong Yang
Jiaqi Jin
Siwei Wang
K. Liang
Yue Liu
Yi Wen
Suyuan Liu
Sihang Zhou
Xinwang Liu
En Zhu
489
154
0
17 Aug 2023
One-step Multi-view Clustering with Diverse Representation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xinhang Wan
Jiyuan Liu
Xinwang Liu
Siwei Wang
Yi Wen
Tianjiao Wan
Li Shen
En Zhu
268
103
0
08 Jun 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Jianfeng He
Julian Salazar
Kaisheng Yao
Haoqi Li
Jason (Jinglun) Cai
VLM
329
7
0
22 May 2023
Deep Multi-View Subspace Clustering with Anchor Graph
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Chenhang Cui
Yazhou Ren
Jingyu Pu
X. Pu
Lifang He
285
52
0
11 May 2023
Deep Multiview Clustering by Contrasting Cluster Assignments
IEEE International Conference on Computer Vision (ICCV), 2023
Jing Chen
Hua Mao
Wai Lok Woo
Xi Peng
478
138
0
21 Apr 2023
Self-Supervised Multimodal Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yongshuo Zong
Oisin Mac Aodha
Timothy M. Hospedales
SSL
450
109
0
31 Mar 2023
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios
Computer Vision and Pattern Recognition (CVPR), 2023
Jie Xu
Yazhou Ren
Xiaolong Wang
Lei Feng
Zheng Zhang
Gang Niu
Xiao-lan Zhu
362
51
0
30 Mar 2023
MetaViewer: Towards A Unified Multi-View Representation
Computer Vision and Pattern Recognition (CVPR), 2023
Ren Wang
Haoliang Sun
Yuling Ma
Xiaoming Xi
Yilong Yin
300
13
0
11 Mar 2023
Multi-view Semantic Consistency based Information Bottleneck for Clustering
Knowledge-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
Expert 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
IEEE 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 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 Clustering
IEEE 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
Computer 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
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