Discond-VAE: Disentangling Continuous Factors from the Discrete

Jaewoong Choi, Geonho Hwang, Myungjoo Kang

In the real-world data, there are common variations shared by all classes (e.g. category label) and exclusive variations of each class. We propose a variant of VAE capable of disen…