Kwan Ho Ryan Chan (@ryanchankh)
github

ryanchankh

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Top repositories

1

mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
Python
190
star
2

redunet_demo

Jupyter Notebook
80
star
3

redunet_paper

Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)
Python
58
star
4

cifar100coarse

Build PyTorch CIFAR100 using coarse labels
Python
40
star
5

redunet

Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)
Python
34
star
6

style_transfer

Implementation of Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. 2016. β€œImage Style Transfer Using Convolutional Neural Networks.”
Python
6
star
7

VariationalInformationPursuit

Official Implementation for Variational Information Pursuit for Interpretable Predictions (ICLR 2023)
Python
5
star
8

L0L1L4NormSn

Analysis of L0, L1 and L4 Norm in S1
Jupyter Notebook
2
star
9

power_iteration

Implementation of Different Power Iteration Methods
Jupyter Notebook
2
star
10

l4_dictionary_learning

Experiments on L4-based Dictionary Learning
Jupyter Notebook
2
star
11

dataset_analyzer

Basic Statistical Data Analyzer
Python
1
star