Free monograph The Principles of Diffusion Models earns rave reviews for rigor plus intuition
DenoisedNeuron · reddit · 2026-10-04
- A Reddit reader recommends The Principles of Diffusion Models by Lai et al., calling it exceptional at balancing mathematical rigor with intuition.
- Includes dedicated appendices for deeper derivations; aimed at researchers, grad students, and practitioners with basic deep learning background — no prior diffusion specialization needed.
- Background in information/probability theory and DDPMs helps; full text is free at the official site.
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