Ambient Diffusion Omni: Training Good Models with Bad Data

Giannis Daras, Adrian Rodriguez-Munoz, Adam Klivans +2

We show how to use low-quality, synthetic, and out-of-distribution images to improve the quality of a diffusion model. Typically, diffusion models are trained on curated datasets t…