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researcher

Martin Genzel

23 papers hereh-index 12518 citations35 works total

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

author position
  • sole author1
  • first author14
  • middle author6
  • last author2

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.IT5
  • math.ST5
  • stat.ML2
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedSolving Inverse Problems With Deep Neural Networks -- Robustness Included?

150 citations · 423 across the 23 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2022★ 30 cited

Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning

Martin Genzel, Ingo Gühring, Jan Macdonald +1

This work is concerned with the following fundamental question in scientific machine learning: Can deep-learning-based methods solve noise-free inverse problems to near-perfect acc…

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