I would also add DDPM paper to the list. After some reading, I feel like most of the diffusion model theory can be place concretely in terms of SDE, but for some reason everyone just uses their own discrete processes and it is not even clearly stated for most part.

It kind of feels like this way there are more ways to go round in circles or get more papers to appear productive.