The Transitive Information Theory and its Application to Deep Generative Models

Trung Ngo, Najwa Laabid, Ville Hautamäki +1

Paradoxically, a Variational Autoencoder (VAE) could be pushed in two opposite directions, utilizing powerful decoder model for generating realistic images but collapsing the learn…