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researcher

Romain Cosentino

17 papers hereh-index 8227 citations22 works total

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

author position
  • sole author1
  • first author10
  • middle author5
  • last author1

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.AI6
  • cs.LG6
  • cs.CV1
  • cs.MA1
  • eess.AS1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedThe Geometry of Self-supervised Learning Models and its Impact on Transfer Learning

4 citations · 15 across the 17 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 2 cited

The Geometry of Deep Networks: Power Diagram Subdivision

Randall Balestriero, Romain Cosentino, Behnaam Aazhang +1

We study the geometry of deep (neural) networks (DNs) with piecewise affine and convex nonlinearities. The layers of such DNs have been shown to be {\em max-affine spline operators…

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