Spherical Flows for Sampling Categorical Data

Jannis Chemseddine, Gregor Kornhardt, Gabriele Steidl

We study the problem of learning generative models for discrete sequences in a continuous embedding space. Whereas prior approaches typically operate in Euclidean space or on the p…