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20202026
most citedBenchmarking Diffusion Annealing-Based Bayesian Inverse Problem Solvers

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cs.LG2026

A Stabilized Path-Space Approach to Diffusion-Based Posterior Sampling

Evan Scope Crafts, Umberto Villa, Saviz Mowlavi +3

Diffusion models provide expressive data-driven priors for Bayesian inverse problems, but many diffusion posterior samplers rely on heuristic guidance approximations that can fail…