Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation — mentioned by godelski

Mon, 11 Mar 2024 23:49:33 GMT

They're famous for lots of equations, but truth be told, most diffusion researchers I know have the exact same response. A lot of people repeat the same exact equations and they only are there for review purposes. On the other hand, if you want to really dig in, I'd suggest reading into works by Kingma, Gao, Ricky Tian Qi Chen, and honestly, any of Max Welling's students (Tomczak (was post doc), Hoogeboom, etc), and of course the unsung hero Aapo Hyvärinen. Here's a taste at a Kingma & Gao work that's on the lighter side but relevant to the SD3 paper. The unfortunate part is that there's a…

Paper and discussion history. A mention is not an endorsement.

Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation · HackerPapers discussions

Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation — mentioned by godelski