jhammarstedt / VAE-with-VAMP-Prior

MLA Group Project: VAE with a VampPrior

Variational Autoencoder with Vamp- Prior

Project for the Advanced Machine Learning Course given at KTH fall 2020.

Authors

• Johan Hammarstedt, Github: jhammarstedt
• Matej Sestak, Github: sestys
• Lucas Alava Pena, Github: lucasalavapena

Outline

Re-implemented the paper VAE with a VampPrior by Jakub M. Tomczak and Max Welling where we train a Variational Autoencoder with learnable psudo-inputs that shape the prior distribution used by in the encoder-decoder framework.