WonKwang Lee (@1Konny)
github

1Konny

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Top repositories

1

Beta-VAE

Pytorch implementation of β-VAE
Python
493
star
2

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++
Jupyter Notebook
334
star
3

FGSM

Simple pytorch implementation of FGSM and I-FGSM
Python
263
star
4

FactorVAE

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Python
253
star
5

VIB-pytorch

Pytorch implementation of Deep Variational Information Bottleneck
Python
163
star
6

VQ-VAE

Pytorch Implementation of "Neural Discrete Representation Learning"
Jupyter Notebook
73
star
7

WAE-pytorch

Python
66
star
8

idgan

Official PyTorch implementation on ID-GAN: High-Fidelity Synthesis with Disentangled Representation by Lee et al., 2020.
Python
28
star
9

HVP

PyTorch implementation of our paper, "Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction."
Python
21
star
10

class_selectivity_index

On the importance of single directions for generalization(Morcos et al, ICLR 2018)
Shell
16
star
11

BEGAN-pytorch

Pytorch implementation of BEGAN(arxiv:1703.10717)
Python
12
star
12

dotfiles

Shell
6
star
13

EBGAN-pytorch

Pytorch implementation of EBGAN(arxiv:1609.03126)
Python
5
star
14

Projection_Weighted_CCA

Python
2
star
15

pose-estimation-quiz

Jupyter Notebook
1
star