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20242026
most citedPrincipled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

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stat.ML2026

Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems

Yaozhong Shi, Zachary E. Ross, Yisong Yue

Principled regression for stochastic processes is a long-standing challenge with deep connections to scientific inverse problems. We introduce Flow Annealing Posterior Sampling (FL…