GitHub topics: multi-view-clustering
zxlearningdeep/LatGRL
[TNNLS] The source code for "When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning" (LatGRL)
Language: Python - Size: 27.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 2

jinjiaqi1998/Awesome-Deep-Multi-View-Clustering
Awesome Deep Multi-View Clustering is a collection of SOTA, novel deep multi-view clustering methods (papers and codes).
Size: 159 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 40 - Forks: 1

wangsiwei2010/awesome-multi-view-clustering
collections for advanced, novel multi-view clustering methods(papers , codes and datasets)
Size: 85 KB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 584 - Forks: 117

Sean2CS/RTGD-MVC
This repository provides the official MATLAB implementation for the paper "RTGD-MVC: Robust Tensor Learning with Graph Diffusion for Scalable Multi-view Graph Clustering".
Language: MATLAB - Size: 2.92 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ShizheHu/TNNLS25_Code_PGCL-DCL
TNNLS25 Code of "Deep Multi-view Clustering by Pseudo-label Guided Contrastive Learning and Dual Correlation Learning"
Size: 8.16 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

Lummer-Li/DCMVC
DCMVC: Dual Contrastive Multi-view Clustering (DCMVC)
Size: 430 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

cjpcool/VGMGC
TNNLS "Variational Graph Generator for Multi-View Graph Clustering".
Language: Python - Size: 16.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

zxlearningdeep/BMGC
The source code for "Balanced Multi-Relational Graph Clustering" (BMGC) (Accepted by ACM International Conference on Multimedia)
Language: Python - Size: 47.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 3

gtsitsik/multi-graph-explorer
A framework for advanced multi-graph analysis and method development
Language: MATLAB - Size: 650 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zxlearningdeep/InfoMGF
[NeurIPS'24] The source code for "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".
Language: Python - Size: 210 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1

He-Changhao/2024-MM-VITAL
[ACM MM 2024] Pytorch Code for the paper "Robust Variational Contrastive Learning for Partially View-unaligned Clustering"
Language: Python - Size: 3.59 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 9 - Forks: 0

ShizheHu/ACMMM24_Code_LUCE-CMC
ACMMM24 code of "Learning Dual Enhanced Representation for Contrastive Multi-view Clustering"
Size: 5.66 MB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

wanxinhang/Awesome-Continual-Multi-view-clustering
Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).
Language: MATLAB - Size: 248 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 1

KristinaP09/U-MV-FCM
code of "Unsupervised multiview fuzzy c-means clustering algorithm" published in Electronics 2023
Language: MATLAB - Size: 9.49 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

wanxinhang/CCMVC-FSF
The code of Contrastive Continual Multi-view Clustering with Filtered Structural Fusion (CCMVC-FSF)
Language: MATLAB - Size: 21.5 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

XLearning-SCU/2022-TPAMI-DCP
PyTorch implementation for Dual Contrastive Prediction for Incomplete Multi-view Representation Learning (TPAMI'22)
Language: Python - Size: 76.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 38 - Forks: 15

YuanboCheng6/CMSR
Comprehensive Multi-view Self-Representations for Clustering
Language: MATLAB - Size: 9.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

kunzhan/MVCF
NECO 18: Adaptive structure concept factorization for multiview clustering
Language: Matlab - Size: 9.77 KB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 6

youweiliang/ConsistentGraphLearning
MATLAB code for the ICDM paper "Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering"
Language: MATLAB - Size: 4.91 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 7

cswanghao/gbs
A Study of Graph-based System for Multi-view Clustering
Language: MATLAB - Size: 7.56 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 15 - Forks: 13

Zzhousx/SDFS
Structural regularization based discriminative multi-view unsupervised feature selection
Language: MATLAB - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

5uso/HiPGMC
HiPGMC is a highly efficient, parallel Graph-based Multi-view Clustering implementation.
Language: C - Size: 190 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

wenyiwy99/EMVGC-LG
[ACM MM 2023] Efficient Multi-View Graph Clustering with Local and Global Structure Preservation
Language: MATLAB - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wenyiwy99/UPMGC-SM
[T-NNLS] Unpaired Multi-View Graph Clustering with Cross-View Structure Matching
Language: MATLAB - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

wenyiwy99/SIMVC-SA
[ACM MM 2023] Scalable Incomplete Multi-View Clustering with Structure Alignment (SIMVC-SA)
Language: MATLAB - Size: 2.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

WPZgithub/ConMod
Identifying conserved functional modules in multiple biological networks
Language: MATLAB - Size: 253 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Galaxy922/GCFAggMVC
The official repos for ‘’GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering‘’, (CVPR 2023).
Language: Python - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

ckghostwj/Generalized-Incomplete-Multi-view-Clustering-With-Flexible-Locality-Structure-Diffusion
The code for "Generalized Incomplete Multi-view Clustering With Flexible Locality Structure Diffusion"
Language: MATLAB - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

huangdonghere/SMCMB
Towards Scalable Multi-view Clustering via Joint Learning of Many Bipartite Graphs. To appear in IEEE Transactions on Big Data.
Language: MATLAB - Size: 9.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

RuizeHan/DAN4Ass
Multi-view Multi-Human Association with Deep Assignment Network, IEEE TIP 2022.
Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

huangdonghere/UDBGL
Matlab code for the TNNLS 2023 paper "Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning".
Language: MATLAB - Size: 13.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

huangdonghere/JMVFG
Matlab code for the IEEE TETCI 2023 paper "Joint Multi-view Unsupervised Feature Selection and Graph Learning".
Language: MATLAB - Size: 4.89 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

tonyshangyang/TLR
code of Multi-view unsupervised feature selection with tensor low-rank minimization with personal explanatory note
Language: MATLAB - Size: 2.16 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

tonyshangyang/WTNNM
code of Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering with personal explanatory note
Language: MATLAB - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tonyshangyang/LCBG-MVC
code of Low-rank Constraint Bipartite Graph Learning with personal explanatory note
Language: MATLAB - Size: 5.27 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tonyshangyang/TBGL
code of Tensorized Bipartite Graph Learning for Multi-view Clustering with personal explanatory note
Language: MATLAB - Size: 5.27 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

XLearning-SCU/2022-TPAMI-SURE
PyTorch implementation for Robust Multi-view Clustering with Incomplete Information (TPAMI 2022).
Language: Python - Size: 7.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 5

cgsdfc/abs2imc.pytorch
The official PyTorch implementation of the Anchor-based Sparse Subspace Incomplete Multi-view Clustering (ABS2IMC).
Language: Python - Size: 8.51 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

fhaive/nextcast
Nextcast: a software suite to analyse and model toxicogenomics data
Language: R - Size: 62.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cshaowang/pic
Spectral Perturbation Meets Incomplete Multi-view Data
Language: MATLAB - Size: 6.57 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 9

youweiliang/Multi-view_Clustering
MATLAB code for 7 Multi-view Spectral Clustering algorithms
Language: MATLAB - Size: 4.93 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 10

cswanghao/Multi-view-Clustering
Codes for Multi-view Clustering
Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 22 - Forks: 11

Guanzhou-Ke/conan
The official repos of "CONAN: Contrastive Fusion Networks for Multi-view Clustering".
Language: Python - Size: 1.81 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

youweiliang/Multi-view_Graph_Learning
Code for the paper "Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency"
Language: C++ - Size: 29 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 2

adanjoga/mvmc
An evolutionary many-objective approach to multiview clustering using feature and relational data
Language: MATLAB - Size: 5.84 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

he-tiantian/MSPANC
Multi-source propagation aware network clustering (MSPANC) published in Neurocomputing 2021
Size: 252 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

pangahn/CGMSC
MATLAB implementation of CGMSC algorithm.
Language: MATLAB - Size: 1.21 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

tkonopka/MultiPattern
Multi-pattern discovery in R
Language: R - Size: 274 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1
