Diffusion Models from the Ground Up
We all have heard about diffusion models and played with their generative magic. To me, it felt awkward not properly understanding how they work, from first principles. After all, they are just another latent variable model, right? This post dives into the probabilistic foundations that make them tick, breaking down the tools needed to re-derive variational inference for diffusion models.