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Zakhar Shumaylov
Zakhar Shumaylov
Andre navneZak Shumaylov, Zak Shumailov, Zakhar Shumailov
Verificeret mail på cam.ac.uk - Startside
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AI models collapse when trained on recursively generated data
I Shumailov, Z Shumaylov, Y Zhao, N Papernot, R Anderson, Y Gal
Nature 631 (8022), 755-759, 2024
553*2024
Manipulating sgd with data ordering attacks
I Shumailov, Z Shumaylov, D Kazhdan, Y Zhao, N Papernot, MA Erdogdu, ...
Advances in Neural Information Processing Systems 34, 18021-18032, 2021
972021
Data-driven convex regularizers for inverse problems
S Mukherjee, S Dittmer, Z Shumaylov, S Lunz, O Öktem, CB Schönlieb
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
91*2024
Primordial power spectra from -inflation with curvature
Z Shumaylov, W Handley
Physical Review D 105 (12), 123532, 2022
112022
Quantum initial conditions for curved inflating universes
MI Letey, Z Shumaylov, FJ Agocs, WJ Handley, MP Hobson, AN Lasenby
Physical Review D 109 (12), 123502, 2024
72024
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation
Z Shumaylov, J Budd, S Mukherjee, CB Schönlieb
Forty-first International Conference on Machine Learning (ICML24), 2024
72024
Provably Convergent Data-Driven Convex-Nonconvex Regularization
Z Shumaylov, J Budd, S Mukherjee, CB Schönlieb
NeurIPS 2023 Workshop on Deep Learning and Inverse Problems., 2023
62023
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
22024
Hamiltonian Matching for Symplectic Neural Integrators
P Canizares, D Murari, CB Schönlieb, F Sherry, Z Shumaylov
NeurReps Workshop at NeurIPS 2024, 2024
22024
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
Score-based pullback Riemannian geometry
W Diepeveen, G Batzolis, Z Shumaylov, CB Schönlieb
arXiv preprint arXiv:2410.01950, 2024
2024
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Artikler 1–13