Concepedia

Zakhar Shumaylov

ZS

4

Publications

597

Citations

4

H-Index

2020

Active since

Affiliations

University of Cambridge(Current)

University of Oxford

Zakhar Shumaylov is an author at University of Cambridge specializing in medical imaging, medical image computing, and approximation theory.

Top concepts

HealthEngineeringDeep LearningMedical ImagingInverse ProblemsMachine LearningBiomedical ImagingConvex OptimizationApproximation TheoryImage Reconstruction

Publications per year

2020–2024

4

Publications

4

AI models collapse when trained on recursively generated data

Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao et al. · Nature · 2024 · 420 citations · Full text

Public code for Model Collapse

Ilia Shumailov, Zakhar Shumaylov · arXiv (Cornell University) · 2023 · 149 citations · Full text

Learned convex regularizers for inverse problems

Subhadip Mukherjee, Sören Dittmer, Zakhar Shumaylov et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Image Reconstruction, Engineering, Machine Learning +16

Primordial power spectra from <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>k</mml:mi></mml:math>-inflation with curvature

Zakhar Shumaylov, Will Handley · Physical review. D/Physical review. D. · 2022 · 11 citations

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