Residual Flows for Invertible Generative Modeling

Ricky T. Q. Chen, Jens Behrmann, David Duvenaud +1

Flow-based generative models parameterize probability distributions through an invertible transformation and can be trained by maximum likelihood. Invertible residual networks prov…