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researcher

G. Carloni

8 papers hereh-index 6153 citations18 works total

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

author position
  • sole author1
  • first author6
  • middle author1

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

fields
  • cs.CV4
  • eess.IV2
  • cs.AI1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedThe role of causality in explainable artificial intelligence

10 citations · 12 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

Connectivity-Inspired Network for Context-Aware Recognition

Gianluca Carloni, Sara Colantonio

The aim of this paper is threefold. We inform the AI practitioner about the human visual system with an extensive literature review; we propose a novel biologically motivated neura…

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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