Diffusion Models for Inverse Problems in the Exponential Family

Alessandro Micheli, Mélodie Monod, Samir Bhatt

Diffusion models have emerged as powerful tools for solving inverse problems, yet prior work has primarily focused on observations with Gaussian measurement noise, restricting thei…