Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow

Jakub M. Tomczak, Max Welling

In this paper, we propose a new volume-preserving flow and show that it performs similarly to the linear general normalizing flow. The idea is to enrich a linear Inverse Autoregres…