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researcher

M. Serrurier

15 papers hereh-index 201.1k citations84 works total

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

author position
  • first author2
  • middle author9
  • last author3

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI2
  • cs.CV1
  • cs.OH1
  • physics.ao-ph1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedLearning Disentangled Representations via Mutual Information Estimation

10 citations · 43 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.AI2022★ 1 cited

On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective

Mathieu Serrurier, Franck Mamalet, Thomas Fel +2

Input gradients have a pivotal role in a variety of applications, including adversarial attack algorithms for evaluating model robustness, explainable AI techniques for generating…

cs.LG2022★ 4 cited

Precipitaion Nowcasting using Deep Neural Network

Mohamed Chafik Bakkay, Mathieu Serrurier, Valentin Kivachuk Burda +8

Precipitation nowcasting is of great importance for weather forecast users, for activities ranging from outdoor activities and sports competitions to airport traffic management. In…

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