Author

Emmanuel Martínez

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Preprint Aug 2026

Frozen CLIP Priors for Robust Self-Supervised Poisson Inverse Problems

This paper proposes an ADMM-inspired unrolled plug-and-play solver for Poisson inverse problems that decouples a closed-form data-consistency update from a parameter-efficient prior, implemented as a lightweight decoder operating on frozen CLIP RN50 dense multi-scale features.

Laura C. Diaz-Delgado, Emmanuel Martínez, Henry Arguello · 0 citations