Manifold Generalization Provably Proceeds Memorization in Diffusion Models

This research establishes that diffusion models generalize faster than they memorize by exploiting manifold geometry, even when trained with coarse scores. I...

Level: expert

By Zebang Shen, Ya-Ping Hsieh, Niao He

Category: research