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researcher

S. Gumhold

20 papers hereh-index 336.1k citations122 works total

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

author position
  • middle author14
  • last author6

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.GR2
  • cs.LG2
  • eess.IV2
  • physics.flu-dyn2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedLearning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift

43 citations · 116 across the 19 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 5 cited

InFlow: Robust outlier detection utilizing Normalizing Flows

Nishant Kumar, Pia Hanfeld, Michael Hecht +3

Normalizing flows are prominent deep generative models that provide tractable probability distributions and efficient density estimation. However, they are well known to fail while…

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