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researcher

T. Tarvainen

14 papers hereh-index 272.5k citations125 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author11

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph5
  • math.NA4
  • physics.med-ph3
  • math.ST1
  • physics.optics1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedUtilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography

9 citations · 18 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

math.NA2020

On Learned Operator Correction in Inverse Problems

Sebastian Lunz, Andreas Hauptmann, Tanja Tarvainen +2

We discuss the possibility to learn a data-driven explicit model correction for inverse problems and whether such a model correction can be used within a variational framework to o…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.