Lecture 10.3: ARM & Flows

In this lecture, we discuss autoregressive models and flow-based models. In this video, we introduce the idea of the change of variables and how it could be used for modeling deep density estimators. Then we discuss specific implementations like RealNVP and Glow. In the very end, we highlight that flows could be used in VAEs.