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Markus Heinonen

41 papers hereh-index 262.5k citations95 works total

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

author position
  • first author4
  • middle author33
  • last author4

Across the 41 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • stat.ML18
  • cs.CV2
  • cs.CL1
  • cs.RO1
same name
  • Markus Heinonen — 9 papers, h 4
  • Markus Heinonen — 9 papers, h 3

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
20142024
most citedODE2VAE: Deep generative second order ODEs with Bayesian neural networks

99 citations · 347 across the 39 of their papers we have counts for

collaborators
Showing cs.ROShow all

1 paper · 1 filter

cs.RO2021★ 1 cited

Affine Transport for Sim-to-Real Domain Adaptation

Anton Mallasto, Karol Arndt, Markus Heinonen +2

Sample-efficient domain adaptation is an open problem in robotics. In this paper, we present affine transport -- a variant of optimal transport, which models the mapping between st…

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