QinghaiZheng1992

Survey_IMC

This is a comprehensive survey of incompate multi-view clustering algorithms.

multiview_learning_demo_codes

CVPR22-IMVC-CBG

code for CVPR22-IMVC-CBG

LDU

Latent Discriminant deterministic Uncertainty [ECCV2022]

SDMVC

Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering

MPVAE

MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification

DIMVC

Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity

DSIMVC

Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm

TBGL-MVC

About MATLAB implementation for our TPAMI paper: Tensorized Bipartite Graph Learning for Multi-view Clustering

ACMin

Effective and Scalable Clustering on Massive Attributed Graphs

MFLVC

Multi-level Feature Learning for Contrastive Multi-view Clustering

SPMVC-CAG

Code of "Scalable Partial Multi-view Clustering with Consistent Anchor Graph"

GPSNMF

UCCH

Unsupervised Contrastive Cross-modal Hashing (IEEE TPAMI 2022, PyTorch Code)

MachineLearning-ZhouZhihua-PPT

机器学习（周志华）PPT课件

fast-kmeans

This repo holds the code, dataset, and running scripts for fast k-means evaluation

Code-for-OMSC-master

Efficient Orthogonal Multi-view Subspace Clustering, KDD2022

CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

UOMvSC

The code of paper "Unified One-step Multi-view Spectral Clustering" accepted by IEEE TKDE2022

MVMLCCA

Code for the paper "Multi-view Multi-label Canonical Correlation Analysis for Cross-modal Matching and Retrieval", CVPRW 2022

AdaGAE

Implementation of "Adaptive Graph Auto-Encoder for General Data Clustering", IEEE Transactions on Pattern Analysis and Machine Intelligence.

NCARL

Implementation of "Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence.

FMC-MTL

The implementation of "Robust Multi-Task Learning with Flexible Manifold Constraint," IEEE Transactions on Pattern Analysis and Machine Intelligence.

MJP

Implementation of "Maximum Joint Probability with Multiple Representations for Clustering", IEEE Transactions on Neural Networks and Learning Systems.

Multi-VAE

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

DEMVC

Deep Embedded Multi-view Clustering with Collaborative Training

EGAE

Implementation of "Embedding Graph Auto-Encoder for Graph Clustering", IEEE Transactions on Neural Networks and Learning Systems.

Multi-view_Datasets

Multi-view_Datasets Summarization

Subspace-Clustering

2022-TPAMI-SURE

PyTorch implementation for Robust Multi-view Clustering with Incomplete Information (TPAMI 2022).