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Big in Japan: Regularizing Networks for Solving Inverse Problems

Deep learning and (deep) neural networks are emerging tools to address inverse problems and image reconstruction tasks. Despite outstanding performance, the mathematical analysis for solving inverse problems by neural networks is mostly missing. In this paper, we introduce and rigorously analyze fam...

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Dades bibliogràfiques
Publicat a:J Math Imaging Vis
Autors principals: Schwab, Johannes, Antholzer, Stephan, Haltmeier, Markus
Format: Artigo
Idioma:Inglês
Publicat: Springer US 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7144407/
https://ncbi.nlm.nih.gov/pubmed/32308256
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10851-019-00911-1
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