Bridging data-driven priors via the score function for posterior sampling -- Comparative review and experimental study

Elhadji Cisse Faye, Mame Diarra Fall, Sylvain Delchini +1

This paper reviews how a diverse set of popular data-driven priors commonly used in Bayesian inverse problems can be unified through their respective score functions. By framing th…