Mathematical Underpinnings: Score Matching and ODEs
Was this section helpful?
Denoising Diffusion Probabilistic Models, Jonathan Ho, Ajay Jain, Pieter Abbeel, 2020Advances in Neural Information Processing Systems (NeurIPS)DOI: 10.48550/arXiv.2006.11239 - The foundational paper for DDPMs, detailing the forward noising process and the reverse denoising training objective, which implicitly learns the score function.