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QinghaiZheng's Projects

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

smsc icon smsc

A novel model for multi-view clustering

spc icon spc

Neurocomputing 2019 Clustering with similarity preserving

splitbrainauto icon splitbrainauto

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.

spls icon spls

Sparse Partial Least Squares method using L1 and L2 norm constraints

spmvc-cag icon spmvc-cag

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

stacked_autoencoder icon stacked_autoencoder

用 MATLAB 实现深度学习网络中的 stacked auto-encoder:使用AE variant(de-noising / sparse / contractive AE)进行预训练,用BP算法进行微调

stat212b icon stat212b

Topics Course on Deep Learning UC Berkeley

survey_imc icon survey_imc

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

svae icon svae

code for Structured Variational Autoencoders

swmc-ijcai17 icon swmc-ijcai17

Source code for the published paper "Self-Weighted Multiview Clustering with Multiple Graphs" IJCAI 2017.

tbgl-mvc icon tbgl-mvc

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

tensor_rpca icon tensor_rpca

Tensor Robust Principal Component Analysis via t-SVD

tensorflow2-zh icon tensorflow2-zh

TensorFlow2.0 官方教程翻译,基本概念讲解、实战项目、TensorFlow2.0编程技巧。

tpami2020_etrpca icon tpami2020_etrpca

MATLAB implementation for our TPAMI paper: Quanxue Gao;Pu Zhang;Wei Xia;Deyan Xie;Xinbo Gao;Dacheng Tao. Enhanced Tensor RPCA and Its Application. DOI: 10.1109/TPAMI.2020.3017672

ucch icon ucch

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

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