QinghaiZheng1992

2021-CVPR-MvCLN

PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)

GLLE

Label Enhancement for Label Distribution Learning. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)/IJCAI 2018

homepage

Homepage of Qinghai Zheng

LEVI

large_scale_multi-view_clustering_datasets

Some large-scale MVC benchmark datases

FPMVS-CAG-1

code of "Fast Parameter-free Multi-view Subspace Clustering with Consensus Anchor Guidance " published in IEEE TIP2022

IMVTSC-MVI

BMVC

Binary Multi-View Clustering

AwSCGLD

Multi-view Spectral Clustering by Simultaneous Consensus Graph Learning and Discretization

vib_demo

EMC-Nets

The official repos of Efficient Multi-view Clustering Network

GMCSC

Generalized Multi-view Collaborative Subspace Clustering

HCP-IMSC

The code of paper "High-order Correlation Preserved Incomplete Multi-view Subspace Clustering" accepted by IEEE TIP2022

CFTIMC

Code-for-LTBPL

Low-rank Tensor Based Proximity Learning for Multi-view Clustering, TKDE2022

PDLE

Label Distribution for Learning with Noisy Labels, In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI'20), 

VLE

Variational Label Enhancement, In: Proceedings of the International Conference on Machine Learning (ICML'20)

DFKM

Implementation of "Deep Fuzzy K-Means with Adaptive Loss and Entropy Regularization", IEEE Transactions on Fuzzy Systems.

MethodComparisonsInPython

Friedman tests for comparing multiple methods across datasets in python

MCMLE

Improved Normalized Cut for Multi-view Clustering

multi-view-datasets

multi-view datasets and incomplete settings multi-view datasets.

EOMSC-CA

Code of "Efficient One-pass Multi-view Subspace Clustering with Consensus Anchors"

awesome-multi-view-clustering

collections for advanced, novel multi-view clustering methods(papers , codes and datasets)

FPMVS-CAG

code of "Fast Parameter-free Multi-view Subspace Clustering with Consensus Anchor Guidance " published in IEEE TIP2021

MCGC-1

MoNIG

Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.

Robust-Nonlinear-Matrix-Factorization

The MATLAB codes for the paper "Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering"

DEKM

DEKM

temperature_scaling

A simple way to calibrate your neural network.

IEEE_TC2021_WTSNM_MVSC

MATLAB implementation for our IEEE TC paper: Wei Xia; Xiangdong Zhang; Quanxue Gao; Xiaochuang Shu; Jungong Han; Xinbo Gao. Multiview Subspace Clustering by an Enhanced Tensor Nuclear Norm. DOI: 10.1109/TCYB.2021.3052352.