Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models

Aditya Grover, Manik Dhar, Stefano Ermon

Adversarial learning of probabilistic models has recently emerged as a promising alternative to maximum likelihood. Implicit models such as generative adversarial networks (GAN) of…