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researcher

G. Charpiat

18 papers hereh-index 244.5k citations95 works total

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

author position
  • first author1
  • middle author12
  • last author5

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CV4
  • cs.AI3
  • cond-mat.soft1
  • cs.NE1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedTropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data

123 citations · 173 across the 13 of their papers we have counts for

collaborators
Showing 2021 · cs.AIShow all

1 paper · 2 filters

cs.AI2021★ 1 cited

DISCO Verification: Division of Input Space into COnvex polytopes for neural network verification

Julien Girard-Satabin, Aymeric Varasse, Marc Schoenauer +2

The impressive results of modern neural networks partly come from their non linear behaviour. Unfortunately, this property makes it very difficult to apply formal verification tool…

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