Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer

David Berthelot, Colin Raffel, Aurko Roy +1

Autoencoders provide a powerful framework for learning compressed representations by encoding all of the information needed to reconstruct a data point in a latent code. In some ca…