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Ferdia Sherry
Ferdia Sherry
Postdoctoral Research Associate, University of Cambridge
Geverifieerd e-mailadres voor cam.ac.uk - Homepage
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Learning the sampling pattern for MRI
F Sherry, M Benning, JC De los Reyes, MJ Graves, G Maierhofer, ...
IEEE Transactions on Medical Imaging 39 (12), 4310-4321, 2020
862020
Structure-preserving deep learning
E Celledoni, MJ Ehrhardt, C Etmann, RI McLachlan, B Owren, ...
European journal of applied mathematics 32 (5), 888-936, 2021
572021
Equivariant neural networks for inverse problems
E Celledoni, MJ Ehrhardt, C Etmann, B Owren, CB Schönlieb, F Sherry
Inverse Problems 37 (8), 085006, 2021
312021
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
D Chen, M Davies, MJ Ehrhardt, CB Schönlieb, F Sherry, J Tachella
IEEE Signal Processing Magazine 40 (1), 134-147, 2023
302023
Convergent regularization in inverse problems and linear plug-and-play denoisers
A Hauptmann, S Mukherjee, CB Schönlieb, F Sherry
Foundations of Computational Mathematics, 1-34, 2024
122024
Dynamical systems–based neural networks
E Celledoni, D Murari, B Owren, CB Schönlieb, F Sherry
SIAM Journal on Scientific Computing 45 (6), A3071-A3094, 2023
122023
Designing stable neural networks using convex analysis and ODEs
F Sherry, E Celledoni, MJ Ehrhardt, D Murari, B Owren, CB Schönlieb
Physica D: Nonlinear Phenomena, 134159, 2024
102024
Hamiltonian matching for symplectic neural integrators
P Canizares, D Murari, CB Schönlieb, F Sherry, Z Shumaylov
arXiv preprint arXiv:2410.18262, 2024
22024
Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks
M Eliasof, D Murari, F Sherry, CB Schönlieb
arXiv preprint arXiv:2311.06942, 2023
22023
Benchmarking learned algorithms for computed tomography image reconstruction tasks
MB Kiss, A Biguri, Z Shumaylov, F Sherry, KJ Batenburg, CB Schönlieb, ...
arXiv preprint arXiv:2412.08350, 2024
12024
Symplectic neural flows for modeling and discovery
P Canizares, D Murari, CB Schönlieb, F Sherry, Z Shumaylov
arXiv preprint arXiv:2412.16787, 2024
12024
Lie algebra canonicalization: Equivariant neural operators under arbitrary lie groups
Z Shumaylov, P Zaika, J Rowbottom, F Sherry, M Weber, CB Schönlieb
arXiv preprint arXiv:2410.02698, 2024
12024
Generalized Lie Symmetries in Physics-Informed Neural Operators
AX Wang, Z Shumaylov, P Zaika, F Sherry, CB Schönlieb
arXiv preprint arXiv:2502.00373, 2025
2025
Part III: Inverse Problems
F Sherry
2025
Structure-preserving machine learning for inverse problems
F Sherry
2022
Structure preserving neural networks based on ODEs
D Murari, E Celledoni, BR Owren, F Sherry, CB Schönlieb
NeurIPS 2022 Workshop DLDE, 2022
2022
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Artikelen 1–16