Julien Girard-Satabin

According to our database, Julien Girard-Satabin authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Contextualised Out-of-Distribution Detection using Pattern Identication.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

CoRR, 2023

Interpretable Out-Of-Distribution Detection Using Pattern Identification.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

CoRR, 2023

Contextualised Out-of-Distribution Detection Using Pattern Identification.

Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, 2023

2022

CAISAR: A platform for Characterizing Artificial Intelligence Safety and Robustness.

Julien Girard-Satabin, Michele Alberti, François Bobot, Zakaria Chihani, Augustin Lemesle

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2021

Verification and validation of Machine Learning techniques. (Vérification et validation de techniques d'apprentissage machine).

Julien Girard-Satabin

PhD thesis, 2021

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

Julien Girard-Satabin, Aymeric Varasse, Marc Schoenauer, Guillaume Charpiat, Zakaria Chihani

CoRR, 2021

2020

CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators.

Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani, Marc Schoenauer

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020