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#inverse-problems

Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors

arXiv cs.LG · 6d ago Cached

This paper presents a Bayesian inverse problem framework for rain field reconstruction using Commercial Microwave Links and Diffusion Model priors, demonstrating improved accuracy over existing baselines.

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#inverse-problems

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

arXiv cs.LG · 6d ago Cached

This paper analyzes zero-shot conditional sampling with pretrained diffusion models for linear inverse problems, providing information-theoretic guarantees and proposing a projected-Langevin initialization method.

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