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Sherry, Ferdia, Benning, Martin, De los Reyes, Juan Carlos, Graves, Martin J., Maierhofer, Georg, Williams, Guy, Schonlieb, Carola-Bibiane, Ehrhardt, Matthias J.
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Published in IEEE transactions on medical imaging (01.12.2020)
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Designing Stable Neural Networks using Convex Analysis and ODEs
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Published in arXiv.org (18.04.2024)
Published in arXiv.org (18.04.2024)
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Equivariant neural networks for inverse problems
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Published in arXiv.org (23.02.2021)
Published in arXiv.org (23.02.2021)
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Designing stable neural networks using convex analysis and ODEs
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Published in Physica. D (01.07.2024)
Published in Physica. D (01.07.2024)
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Journal Article
Equivariant neural networks for inverse problems
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Published in Inverse problems (01.08.2021)
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Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach
Eliasof, Moshe, Murari, Davide, Sherry, Ferdia, Schönlieb, Carola-Bibiane
Year of Publication 12.11.2023
Year of Publication 12.11.2023
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Convergent regularization in inverse problems and linear plug-and-play denoisers
Hauptmann, Andreas, Mukherjee, Subhadip, Schönlieb, Carola-Bibiane, Sherry, Ferdia
Year of Publication 18.07.2023
Year of Publication 18.07.2023
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Hamiltonian Matching for Symplectic Neural Integrators
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Year of Publication 23.10.2024
Year of Publication 23.10.2024
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Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
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Year of Publication 03.10.2024
Year of Publication 03.10.2024
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Dynamical systems' based neural networks
Celledoni, Elena, Murari, Davide, Owren, Brynjulf, Schönlieb, Carola-Bibiane, Sherry, Ferdia
Year of Publication 05.10.2022
Year of Publication 05.10.2022
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Imaging with Equivariant Deep Learning
Chen, Dongdong, Davies, Mike, Ehrhardt, Matthias J, Schönlieb, Carola-Bibiane, Sherry, Ferdia, Tachella, Julián
Year of Publication 04.09.2022
Year of Publication 04.09.2022
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Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach
Eliasof, Moshe, Murari, Davide, Ferdia Sherry, Schönlieb, Carola-Bibiane
Published in arXiv.org (11.09.2024)
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Published in arXiv.org (11.09.2024)
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Hamiltonian Matching for Symplectic Neural Integrators
Canizares, Priscilla, Murari, Davide, Schönlieb, Carola-Bibiane, Ferdia Sherry, Shumaylov, Zakhar
Published in arXiv.org (23.10.2024)
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Published in arXiv.org (23.10.2024)
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Dynamical systems' based neural networks
Celledoni, Elena, Murari, Davide, Owren, Brynjulf, Schönlieb, Carola-Bibiane, Ferdia Sherry
Published in arXiv.org (31.08.2023)
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Published in arXiv.org (31.08.2023)
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Structure preserving deep learning
Celledoni, Elena, Ehrhardt, Matthias J, Etmann, Christian, McLachlan, Robert I, Owren, Brynjulf, Schönlieb, Carola-Bibiane, Sherry, Ferdia
Year of Publication 05.06.2020
Year of Publication 05.06.2020
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Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
Chen, Dongdong, Davies, Mike, Ehrhardt, Matthias J., Schonlieb, Carola-Bibiane, Sherry, Ferdia, Tachella, Julian
Published in IEEE signal processing magazine (01.01.2023)
Published in IEEE signal processing magazine (01.01.2023)
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Magazine Article
Imaging with Equivariant Deep Learning
Chen, Dongdong, Davies, Mike, Ehrhardt, Matthias J, Schönlieb, Carola-Bibiane, Ferdia Sherry, Tachella, Julián
Published in arXiv.org (05.09.2022)
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Published in arXiv.org (05.09.2022)
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