VAE-GAN icon indicating copy to clipboard operation
VAE-GAN copied to clipboard

Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"

VAE-GAN

Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric".

Input Images


Reconstructed Images

After 25 epochs

After 50 epochs

After 75 epochs

After 100 epochs


Generated images using samples from prior distribution

After 25 epochs

After 50 epochs

After 75 epochs

After 100 epochs


References:

https://github.com/lucabergamini/VAEGAN-PYTORCH

https://arxiv.org/abs/1512.09300