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researcher

Denis Lukovnikov

15 papers hereh-index 131.1k citations27 works total

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

author position
  • first author5
  • middle author9
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.AI2
  • cs.CL2
  • cs.CR2
  • cs.LG2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOn the regularization of Wasserstein GANs

133 citations · 188 across the 14 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ML2017★ 133 cited

On the regularization of Wasserstein GANs

Henning Petzka, Asja Fischer, Denis Lukovnikov

Since their invention, generative adversarial networks (GANs) have become a popular approach for learning to model a distribution of real (unlabeled) data. Convergence problems dur…

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