Intervening to Learn and Compose Causally Disentangled Representations

Alex Markham, Isaac Hirsch, Jeri A. Chang +2

In designing generative models, it is commonly believed that in order to learn useful latent structure, we face a fundamental tension between expressivity and structure. In this pa…