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John Pauly
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John Pauly17 visible / 17 total nodes / 55 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipJohn PaulyAJohn PaulyResearcherPrincipled Design of Diffusion-based Optimizers for Inverse ProblemsWPrincipled Design of Di...preprint / 2026Julio OscanoaAJulio OscanoaResearcherIrmak SivginAIrmak SivginResearcherCagan AlkanACagan AlkanResearcherDaniel EnnisADaniel EnnisResearcherMert PilanciAMert PilanciResearcherShreyas VasanawalaAShreyas VasanawalaResearcherComputer VisionTComputer Vision30606 worksNeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image ReconstructionWNeRP: Implicit Neural R...preprint / 2023Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit RegularizationWDemystifying Batch Norm...preprint / 2022Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision TransformersWUnraveling Attention vi...preprint / 2022Uncertainty Quantification in Deep MRI ReconstructionWUncertainty Quantificat...preprint / 2020Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form SolutionsWHidden Convexity of Was...preprint / 2022OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequencesWOUTCOMES: Rapid Under-s...preprint / 2021Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI ReconstructionWScale-Equivariant Unrol...preprint / 2022multiMap: A Gradient Spoiled Sequence for Simultaneously Measuring B1+, B0, T1/M0, T2, T2*, and Fat Fraction of a SliceWmultiMap: A Gradient Sp...preprint / 2020
Person16 links

John Pauly

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PaperPrincipled Design of Diffusion-based Optimizers for Inverse ProblemsAuthorship / preprint / 2026PersonJulio OscanoaCo-authorship / ResearcherPersonIrmak SivginCo-authorship / ResearcherPersonCagan AlkanCo-authorship / ResearcherPersonDaniel EnnisCo-authorship / ResearcherPersonMert PilanciCo-authorship / ResearcherPersonShreyas VasanawalaCo-authorship / ResearcherTopicComputer VisionWorks on / 30606 works

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