"The Principles of Diffusion Models" monograph wins praise
A Reddit user recommends "The Principles of Diffusion Models" by Lai et al., praising its balance of mathematical rigor and intuition plus appendices for deeper math; it targets researchers, graduate students, and practitioners with basic deep learning knowledge, and the full text is free on the official website.