WonKwang Lee

Beta-VAE. Pytorch implementation of β-VAE

gradcam_plus_plus-pytorch. A Simple pytorch implementation of GradCAM and GradCAM++

FGSM. Simple pytorch implementation of FGSM and I-FGSM

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

VIB-pytorch. Pytorch implementation of Deep Variational Information Bottleneck

VQ-VAE. Pytorch Implementation of "Neural Discrete Representation Learning"

WAE-pytorch. Python

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

HVP. PyTorch implementation of our paper, "Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction."

class_selectivity_index. On the importance of single directions for generalization(Morcos et al, ICLR 2018)

BEGAN-pytorch. Pytorch implementation of BEGAN(arxiv:1703.10717)

dotfiles. Shell

EBGAN-pytorch. Pytorch implementation of EBGAN(arxiv:1609.03126)

Projection_Weighted_CCA. Python

pytorch-msssim. PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss