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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 2021Show all

2 papers · 1 filter

cs.LG2021

The Separation Capacity of Random Neural Networks

Sjoerd Dirksen, Martin Genzel, Laurent Jacques +1

Neural networks with random weights appear in a variety of machine learning applications, most prominently as the initialization of many deep learning algorithms and as a computati…

cs.LG2021

AAPM DL-Sparse-View CT Challenge Submission Report: Designing an Iterative Network for Fanbeam-CT with Unknown Geometry

Martin Genzel, Jan Macdonald, Maximilian März

This report is dedicated to a short motivation and description of our contribution to the AAPM DL-Sparse-View CT Challenge (team name: "robust-and-stable"). The task is to recover…

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