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Ferdia Sherry

Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups

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Oct 03, 2024
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Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks

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Nov 12, 2023
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Convergent regularization in inverse problems and linear plug-and-play denoisers

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Jul 18, 2023
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Designing Stable Neural Networks using Convex Analysis and ODEs

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Jun 29, 2023
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Dynamical systems' based neural networks

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Oct 05, 2022
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Imaging with Equivariant Deep Learning

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Sep 05, 2022
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Equivariant neural networks for inverse problems

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Feb 23, 2021
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Structure preserving deep learning

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Jun 05, 2020
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Learning the Sampling Pattern for MRI

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Jun 20, 2019
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