Concepedia

Vegard Antun

VA

8

Publications

1K

Citations

8

H-Index

2019

Active since

Affiliations

University of Oslo(Current)

University of Cambridge

Simon Fraser University

Vegard Antun is an author at University of Oslo specializing in computer science, engineering, and artificial intelligence.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceDeep LearningData ScienceInverse ProblemsDeep Neural NetworksComputational ImagingMedical Image Computing

Publications per year

2019–2022

8

Publications

8

On instabilities of deep learning in image reconstruction and the potential costs of AI

Vegard Antun, Francesco Renna, Clarice Poon et al. · Proceedings of the National Academy of Sciences · 2020 · 713 citations · Full text

Artificial Intelligence, Image Reconstruction, Convolutional Neural Network +22

The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale’s 18th problem

Matthew J. Colbrook, Vegard Antun, Anders C. Hansen · Proceedings of the National Academy of Sciences · 2022 · 122 citations · Full text

The troublesome kernel: why deep learning for inverse problems is typically unstable.

Nina Maria Gottschling, Vegard Antun, Ben Adcock et al. · arXiv (Cornell University) · 2020 · 66 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls

Roberto V. Zicari, James Brusseau, Stig Nikolaj Fasmer Blomberg et al. · Frontiers in Human Dynamics · 2021 · 51 citations · Full text

Artificial Intelligence, Healthcare Monitoring Systems, Engineering +27

On the Unification of Schemes and Software for Wavelets on the Interval

Vegard Antun, Øyvind Ryan · Acta Applicandae Mathematicae · 2021 · 42 citations · Full text

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