Disentangling factors of variation in deep representations using adversarial training

Michael Mathieu, Junbo Zhao, Pablo Sprechmann +2

We introduce a conditional generative model for learning to disentangle the hidden factors of variation within a set of labeled observations, and separate them into complementary c…