cs.IT, cs.LG, math.IT

Conditional Diffusion Under Linear Constraints: Langevin Mixing and Information-Theoretic Guarantees

arXiv:2605.05387v1 Announce Type: new
Abstract: We study zero-shot conditional sampling with pretrained diffusion models for linear inverse problems, including inpainting and super-resolution. In these problems, the observation determines only part of…