Designing Diffusion Models in Real World
A review of a paper, Elucidating the Design Space of Diffusion-Based Generative Models. This post focuses on the reasons of the engineering details in the paper.
Understanding Diffusion Models in Two Perspectives
A review of two papers, Denoising diffusion probabilistic models and Score-Based Generative Modeling through Stochastic Differential Equations. This post focuses on theoretical backgrounds of diffusion models, rather than implementations.