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Philipp Berens

12 papers hereh-index 4412.9k citations181 works total

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

author position
  • first author1
  • middle author7
  • last author4

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI1
  • cs.CV1
  • q-bio.NC1
  • stat.ML1
same name
  • Philipp Berens — 4 papers, h 3
  • Philipp Berens — 4 papers, h 3
  • Philipp Berens — 3 papers, h 7
  • Philipp Berens — 2 papers, h 1
  • Philipp Berens — 1 paper

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
20152023
most citedSignatures of criticality arise in simple neural population models with correlations

53 citations · 158 across the 12 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2022★ 24 cited

Sparse Visual Counterfactual Explanations in Image Space

Valentyn Boreiko, Maximilian Augustin, Francesco Croce +2

Visual counterfactual explanations (VCEs) in image space are an important tool to understand decisions of image classifiers as they show under which changes of the image the decisi…

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