On the Stability of Iterative Retraining of Generative Models on their own Data

Quentin Bertrand, Avishek Joey Bose, Alexandre Duplessis +2

Deep generative models have made tremendous progress in modeling complex data, often exhibiting generation quality that surpasses a typical human's ability to discern the authentic…