Provable Separations between Memorization and Generalization in Diffusion Models

Zeqi Ye, Qijie Zhu, Molei Tao +1

Diffusion models have achieved remarkable success across diverse domains, but they remain vulnerable to memorization -- reproducing training data rather than generating novel outpu…