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Sebastian Berns

5 papers hereh-index 7124 citations14 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedExpressivity of Parameterized and Data-driven Representations in Quality Diversity Search

13 citations · 27 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 1 cited

Towards Mode Balancing of Generative Models via Diversity Weights

Sebastian Berns, Simon Colton, Christian Guckelsberger

Large data-driven image models are extensively used to support creative and artistic work. Under the currently predominant distribution-fitting paradigm, a dataset is treated as gr…

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