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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Charles A. Bouman

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2 papers indexed here

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Oct 2026

Generative DH-MBIR for real-time coherent imaging through turbulence

Digital Holography Model-Based Iterative Reconstruction (DHMBIR) jointly estimates atmospheric phase and target reflectance from noisy holography frames via Expectation-Maximization (EM). High wind speeds decorrelate consecutive frames fast enough to trap deterministic EM in local minima, and real-time wavefront correc...

Dominic A. Flowers, Casey J. Pellizzari, G. Buzzard et al. · 0 citations
Preprint Sep 2026

Deep Pseudo-Proximal Map: A Self-Supervised Data-Fitting Agent for Iterative Reconstruction

Iterative algorithms for inverse imaging problems split reconstruction into alternating subproblems, one of which requires evaluating the data-fitting proximal map. In many practical cases, this proximal map has no analytic solution and so must be approximated by an inner loop solver at every iteration, compounding the...

Haley Duba-Sullivan, Emma J. Reid, Charles A. Bouman et al. · 0 citations

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