VAE-GAN

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

Input Images

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Reconstructed Images

After 25 epochs

After 50 epochs

After 75 epochs

After 100 epochs

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Generated images using samples from prior distribution

After 25 epochs

After 50 epochs

After 75 epochs

After 100 epochs

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References:

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

https://arxiv.org/abs/1512.09300