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researcher

Simon Carbonnelle

3 papers hereh-index 335 citations11 works total

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

author position
  • sole author1
  • first author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedLayer rotation: a surprisingly powerful indicator of generalization in deep networks?

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 5 cited

Layer rotation: a surprisingly powerful indicator of generalization in deep networks?

Simon Carbonnelle, Christophe De Vleeschouwer

Our work presents extensive empirical evidence that layer rotation, i.e. the evolution across training of the cosine distance between each layer's weight vector and its initializat…

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