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researcher

J. Karlsson

18 papers hereh-index 252k citations121 works total

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

author position
  • middle author9
  • last author8

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • eess.SP5
  • cs.CV2
  • cs.LG1
  • stat.ML1
same name
  • J. Karlsson — 1 paper, h 11
  • J. Karlsson — 1 paper, h 7
  • J. Karlsson — 1 paper, h 4
  • J. Karlsson — 1 paper, h 2
  • J. Karlsson — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedLearning to solve inverse problems using Wasserstein loss

25 citations · 42 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2019

Automatic Target Recognition Using Discrimination Based on Optimal Transport

Ali Sadeghian, Deoksu Lim, Johan Karlsson +1

The use of distances based on optimal transportation has recently shown promise for discrimination of power spectra. In particular, spectral estimation methods based on l1 regulari…

cs.CV2017★ 25 cited

Learning to solve inverse problems using Wasserstein loss

Jonas Adler, Axel Ringh, Ozan Öktem +1

We propose using the Wasserstein loss for training in inverse problems. In particular, we consider a learned primal-dual reconstruction scheme for ill-posed inverse problems using…

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