A Factorial Mixture Prior for Compositional Deep Generative Models

Ulrich Paquet, Sumedh K. Ghaisas, Olivier Tieleman

We assume that a high-dimensional datum, like an image, is a compositional expression of a set of properties, with a complicated non-linear relationship between the datum and its p…