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researcher

S. Colantonio

8 papers hereh-index 8686 citations42 works total

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

author position
  • middle author1
  • last author6

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.AI1
  • cs.CY1
  • cs.LG1
  • eess.IV1
same name
  • S. Colantonio — 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
20232025
most citedThe role of causality in explainable artificial intelligence

10 citations · 11 across the 6 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2024★ 1 cited

CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning

Gianluca Carloni, Sotirios A Tsaftaris, Sara Colantonio

Due to domain shift, deep learning image classifiers perform poorly when applied to a domain different from the training one. For instance, a classifier trained on chest X-ray (CXR…

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