WonKwang Lee
WonKwang Lee
FGSM
Simple pytorch implementation of FGSM and I-FGSM
Beta-VAE
Pytorch implementation of β-VAE
FactorVAE
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
VIB-pytorch
Pytorch implementation of Deep Variational Information Bottleneck
VQ-VAE
Pytorch Implementation of "Neural Discrete Representation Learning"
HVP
PyTorch implementation of our paper, "Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction."
idgan
Official PyTorch implementation on ID-GAN: High-Fidelity Synthesis with Disentangled Representation by Lee et al., 2020.
class_selectivity_index
On the importance of single directions for generalization(Morcos et al, ICLR 2018)