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Katherine L. Bouman

Neural Approximate Mirror Maps for Constrained Diffusion Models

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Jun 18, 2024
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Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors

Jun 04, 2024
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Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

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May 29, 2024
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Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction

Mar 30, 2024
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Provable Probabilistic Imaging using Score-Based Generative Priors

Oct 16, 2023
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Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole

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Oct 11, 2023
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Single View Refractive Index Tomography with Neural Fields

Sep 08, 2023
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Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior

Sep 05, 2023
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Learning Task-Specific Strategies for Accelerated MRI

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Apr 25, 2023
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Score-Based Diffusion Models as Principled Priors for Inverse Imaging

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Apr 23, 2023
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