On_the_unreasonable_effectiveness_of_CNNs.pdf (794.86 kB)

On the unreasonable effectiveness of CNNs

preprint

posted on 2020-08-07, 16:42 authored by Andreas HauptmannAndreas Hauptmann, Jonas Adler

A technical report discussing some unexpected results when using off-the-shelf convolutional neural networks for image-to-image problems.

Funding

Academy of Finland, Project 312123

CMIC-EPSRC platform grant (EP/M020533/1)

History

Email Address of Submitting Author

andreas.hauptmann@oulu.fi

ORCID of Submitting Author

0000-0002-3756-8121

Submitting Author's Institution

University of Oulu

Submitting Author's Country

Finland

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Keywords

Deep Learning convolutional neural networks inverse problems

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