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QinghaiZheng's Projects

2019-icml-comic icon 2019-icml-comic

COMIC: Multi-view Clustering Without Parameter Selection, International Conference on Machine Learning (ICML’19)

2021-cvpr-completer icon 2021-cvpr-completer

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

2021-cvpr-mvcln icon 2021-cvpr-mvcln

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

2022-tpami-dcp icon 2022-tpami-dcp

PyTorch implementation for Dual Contrastive Prediction for Incomplete Multi-view Representation Learning (TPAMI'22)

2022-tpami-sure icon 2022-tpami-sure

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

aaai2020_wtnnm icon aaai2020_wtnnm

MATLAB implementation for our AAAI-20 paper: Quanxue Gao, Wei Xia, Zhizhen Wan, Deyan Xie, Pu Zhang. Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering. AAAI 2020.

acmin icon acmin

Effective and Scalable Clustering on Massive Attributed Graphs

adagae icon adagae

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

ae2-nets icon ae2-nets

code of AE^2-Nets (Autoencoder in Autoencoder Networks)

algorithms icon algorithms

Collection of fun algorithms and data structures.

amgl-ijcai16 icon amgl-ijcai16

Source code for the published paper "Parameter-Free Auto-Weighted Multiple Graph Learning" IJCAI 2016

autoencoders icon autoencoders

Implementation of several different types of autoencoders

autosc icon autosc

Matlab source codes of the autoSC method

avt-pytorch icon avt-pytorch

Autoencoding Variational Transformations (AVT) in pytorch, ICCV 2019

awgf-code icon awgf-code

Matlab implementation of Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering

awscgld icon awscgld

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

bmvc icon bmvc

Binary Multi-View Clustering

cca_zoo icon cca_zoo

Canonical Correlation Analysis Zoo: CCA, GCCA (weighted/missing observations), MCCA, DCCA, DMCCA, DGCCA, DVCCA, DCCAE, (M)KCCA and regularised variants including sparse CCA , ridge CCA and elastic CCA. Deep models are implemented using Pytorch

cd-diagram icon cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

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