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researcher

Peter Potaptchik

14 papers hereh-index 7171 citations14 works total

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

author position
  • first author5
  • middle author9

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.LG5
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedMetric Flow Matching for Smooth Interpolations on the Data Manifold

1 citations · 1 across the 12 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024★ 1 cited

Metric Flow Matching for Smooth Interpolations on the Data Manifold

Kacper Kapuśniak, Peter Potaptchik, Teodora Reu +5

Matching objectives underpin the success of modern generative models and rely on constructing conditional paths that transform a source distribution into a target distribution. Des…

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