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researcher

Paraskevas Pegios

11 papers hereh-index 6129 citations18 works total

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

author position
  • first author3
  • middle author7
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG2
  • eess.IV2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDiffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment

1 citations · 1 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.CV2023

Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation

Nina Weng, Paraskevas Pegios, Eike Petersen +2

Shortcut learning is when a model -- e.g. a cardiac disease classifier -- exploits correlations between the target label and a spurious shortcut feature, e.g. a pacemaker, to predi…

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