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Jan Dubinski

14 papers hereh-index 673 citations15 works total

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

author position
  • first author3
  • middle author11

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

fields
  • cs.LG7
  • cs.CV6
  • physics.data-an1
same name
  • Jan Dubinski — 9 papers, h 3
  • Jan Dubinski — 7 papers, h 1

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
20222026
most citedSelectively increasing the diversity of GAN-generated samples

2 citations · 5 across the 14 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022

Progressive Latent Replay for efficient Generative Rehearsal

Stanisław Pawlak, Filip Szatkowski, Michał Bortkiewicz +2

We introduce a new method for internal replay that modulates the frequency of rehearsal based on the depth of the network. While replay strategies mitigate the effects of catastrop…

cs.CV2022★ 2 cited

Selectively increasing the diversity of GAN-generated samples

Jan Dubiński, Kamil Deja, Sandro Wenzel +2

Generative Adversarial Networks (GANs) are powerful models able to synthesize data samples closely resembling the distribution of real data, yet the diversity of those generated sa…

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