Langevin Autoencoders for Learning Deep Latent Variable Models

Shohei Taniguchi, Yusuke Iwasawa, Wataru Kumagai +1

Markov chain Monte Carlo (MCMC), such as Langevin dynamics, is valid for approximating intractable distributions. However, its usage is limited in the context of deep latent variab…