A Tutorial on Diffusion Theory: From Differential Equations to Diffusion Models

Jiayi Fu, Yuxia Wang

Diffusion models have emerged as a dominant framework for generative modeling, but their mathematical foundations are often presented separately through diffusion probabilistic mod…