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Responsibilities
  • Head of Lab-sticc/MATRIX Team
Most recent publications

Sim-to-Real transfer for AUV fault control with Deep Reinforcement Learning

Katell Lagattu, Helene Lechene, Eva Artusi, Gilles Le Chenadec, Karl Sammut, Paulo Santos, Benoit Clement

2025 OCEANS Conference, IEEE OES, Jun 2025, Brest, France

Linking deterministic and stochastic aspects of the seafloor's acoustic response in the context of seabed mapping with echosounders

Irène Mopin, Gilles Le Chenadec, Michel Legris, Philippe Blondel, Benoît Zerr, Jacques Marchal

Journal of the Acoustical Society of America, 2025, 157 (5), pp.3524-3537. ⟨10.1121/10.0036569⟩

Feature expansion and enhanced compression for class incremental learning

Quentin Ferdinand, Benoit Clement, Panagiotis Papadakis, Quentin Oliveau, Gilles Le Chenadec

Neurocomputing, 2025, 634, pp.129807. ⟨10.1016/j.neucom.2025.129807⟩

A DEEP SEGMENTATION APPROACH FOR MULTIBEAM ECHO SOUNDER BACKSCATTER DATA BASED ON SEAFLOOR TYPE

Hugues Moreau, Sabrina Homrani, Irène Mopin, J Le Deunf, J Bignon, Gilles Le Chenadec

ICUA2024, Jun 2024, Bath (UK), United Kingdom. ⟨10.25144/22222⟩

Metrology of the acoustic seafloor response: how to accurately estimate backscatter and its intrinsic uncertainty using single-beam echosounder

Irène Mopin, Gilles Le Chenadec, Michel Legris, P Blondel, Benoit Zerr, J Marchal

ICUA2024, Jun 2024, Bath (UK), United Kingdom. ⟨10.25144/22224⟩

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