Conditionally Strongly Log-Concave Generative Models

Florentin Guth, Etienne Lempereur, Joan Bruna +1

There is a growing gap between the impressive results of deep image generative models and classical algorithms that offer theoretical guarantees. The former suffer from mode collap…