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researcher

Javier Maroto

7 papers hereh-index 572 citations10 works total

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

author position
  • first author6
  • middle author1

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

fields
  • cs.LG4
  • eess.SP2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedOn the benefits of knowledge distillation for adversarial robustness

10 citations · 19 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

PUMA: margin-based data pruning

Javier Maroto, Pascal Frossard

Deep learning has been able to outperform humans in terms of classification accuracy in many tasks. However, to achieve robustness to adversarial perturbations, the best methodolog…

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