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George Biros

A Scalable Algorithm for Active Learning

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Sep 11, 2024
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FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression

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Sep 11, 2024
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CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications

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Sep 16, 2022
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ANODEV2: A Coupled Neural ODE Evolution Framework

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Jun 10, 2019
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ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

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Feb 27, 2019
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A Novel Domain Adaptation Framework for Medical Image Segmentation

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Oct 11, 2018
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CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration

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Aug 13, 2018
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A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration

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Feb 28, 2018
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PDE-constrained optimization in medical image analysis

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Feb 28, 2018
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Constrained $H^1$-regularization schemes for diffeomorphic image registration

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Sep 07, 2016
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