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researcher

Nicolas Ballas

38 papers hereh-index 3025.1k citations69 works total

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

author position
  • first author1
  • middle author30
  • last author6

Across the 37 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • cs.CV14
  • stat.ML3
  • cs.NE1
  • cs.SC1
same name
  • Nicolas Ballas — 19 papers, h 13
  • Nicolas Ballas — 2 papers, h 2

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
20142023
most citedFitNets: Hints for Thin Deep Nets

2k citations · 4.8k across the 35 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

cs.LG2014★ 2k cited

FitNets: Hints for Thin Deep Nets

Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou +3

While depth tends to improve network performances, it also makes gradient-based training more difficult since deeper networks tend to be more non-linear. The recently proposed know…

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