An Unconditional Representation of the Conditional Score in Infinite-Dimensional Linear Inverse Problems

Fabian Schneider, Duc-Lam Duong, Matti Lassas +2

Score-based diffusion models (SDMs) have emerged as a powerful tool for sampling from the posterior distribution in Bayesian inverse problems. However, existing methods often requi…