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researcher

V. Koltun

112 papers hereh-index 11490.2k citations239 works total

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

author position
  • first author2
  • middle author49
  • last author59

Across the 110 of 112 papers where every author was matched, so the position is known.

fields
  • cs.CV54
  • cs.LG36
  • cs.RO15
  • cs.AI3
  • cs.DL2
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedEfficient Inference in Fully Connected CRFs with Gaussian Edge Potentials

3k citations · 8.9k across the 67 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 3 cited

Domain Generalization without Excess Empirical Risk

Ozan Sener, Vladlen Koltun

Given data from diverse sets of distinct distributions, domain generalization aims to learn models that generalize to unseen distributions. A common approach is designing a data-dr…

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