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researcher

F. Davoine

11 papers hereh-index 262.9k citations140 works total

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

author position
  • middle author6
  • last author5

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

fields
  • cs.CV6
  • cs.LG2
  • cs.AI1
  • cs.CC1
  • cs.DM1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedExplicit Inductive Bias for Transfer Learning with Convolutional Networks

100 citations · 157 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022

Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

Recently, we have been witnesses of accidents involving autonomous vehicles and their lack of sufficient information. One way to tackle this issue is to benefit from the perception…

cs.LG2018★ 100 cited

Explicit Inductive Bias for Transfer Learning with Convolutional Networks

Xuhong Li, Yves Grandvalet, Franck Davoine

In inductive transfer learning, fine-tuning pre-trained convolutional networks substantially outperforms training from scratch. When using fine-tuning, the underlying assumption is…

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