Research and Teaching Activities

My research interests

Community service

I am regularly reviewing or ACing for the following conferences or journals: NeurIPS, ICML, ICLR, ECML/PKDD, IEEE TPAMI, International Journal of Computer Vision (IJCV), IEEE TGRS, ISPRS Journal of Photogrammetry and Remote Sensing.

On-going PhD Students and Post-doc

• Paul Berg (PhD 2021–2024) with Minh-Tan Pham
• Bjoern Michele (CIFRE PhD 2022–2025) with Valeo.AI
• Aimi Okabayashi (PhD 2024–2027) with Charlotte Pelletier, thomas Corpetti and Nicolas Audebert
• Léo Buecher (PhD 2024–2027) with Laetitia Chapel and Lucas Drumetz
• Pierre Houédry (Post-doc starting fall 2024)

Recently defended PhD thesis:

• Titouan Vayer (PhD 2020) with Laetitia Chapel and Romain Tavenard (now at INRIA/ENS Lyon)
• Kilian Fatras (PhD 2021) with Rémi Flamary (Post-doc at MLIA, now at DreamFold)
• Clément Bonet (PhD 2020–2023) with François Septier and Lucas Drumetz, now at ENSAE/CREST
• Quang Huy Tran (PhD 2021–2024) with Rémi Flamary and Karim Lounici (CMAP - X)

Recurrent collaborators

• Rémi Flamary (CMAP, Ecole Polytechnique)
• Devis Tuia (EPFL)
• Alain Rakotomamonjy (Criteo AI Lab)
• Ievgen Redko (Huawei)
• All the folks from the Obelix team
• many more !

Awards

• Günter Enderle Award 2024, for the best paper at Eurographics 2024
• recipient of the U.V. Helava Award, awarded by the International Society for Photogrammetry and Remote Sensing (ISPRS), for the best paper in the ISPRS journal in years 2012–2015

Teaching

I mostly teach computer and data science at Université Bretagne Sud. Among others, I give the following courses:

• Deep Learning M2 AIDN
• Introduction to AI M1 AIDN
• High performance computing and GPU programming M1 AIDN
• Machine Learning on structured data M1 DS

I also teach in the Master Erasmus Mundus Copernicus CDE in the GeoData Science track.