InfoGAN: Interpretable Representation Learning by Information Maximizing GANs

Abstract

This paper introduces and evaluates the idea described in “InfoGAN: Interpretable Representation Learning by Information Maximizing GANs”, and reports empirical results that helped shape subsequent work in gan, representation-learning.