Layer-Wise Invertibility for Extreme Memory Cost Reduction of CNN Training. - Tristan Hascoet; Quentin Febvre; Weihao Zhuang; Yasuo Ariki; Tetsuya Takiguchi (ICCV Workshops, 2019)

Reversible designs for extreme memory cost reduction of CNN training. - Tristan Hascoet; Quentin Febvre; Yasuo Ariki; Tetsuya Takiguchi (CoRR, 2019)

End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data. - Maxime Beauchamp; Mohamed Mahmoud Amar; Quentin Febvre; Ronan Fablet (IGARSS, 2021)

Joint Calibration and Mapping of Satellite Altimetry Data Using Trainable Variational Models. - Quentin Febvre; Ronan Fablet; Julien Le Sommer; Clément Ubelmann (ICASSP, 2022)

Learning Neural Optimal Interpolation Models and Solvers. - Maxime Beauchamp; Quentin Febvre; Joseph Thompson; Hugo Georgenthum; Ronan Fablet (ICCS (4), 2023)

Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite Images. - Clément Dorffer; Frédéric Jourdin; David Mouillot; Rodolphe Devillers; Ronan Fablet; Quentin Febvre (IGARSS, 2023)

OceanBench: The Sea Surface Height Edition. - J. Emmanuel Johnson; Quentin Febvre; Anastasiia Gorbunova; Sammy Metref; Maxime Ballarotta; Julien Le Sommer; Ronan Fablet (NeurIPS, 2023)

Training neural mapping schemes for satellite altimetry with simulation data. - Quentin Febvre; Julien Le Sommer; Clément Ubelmann; Ronan Fablet (CoRR, 2023)

Reversible designs for extreme memory cost reduction of CNN training. - Tristan Hascoet; Quentin Febvre; Weihao Zhuang; Yasuo Ariki; Tetsuya Takiguchi (EURASIP J. Image Video Process., 2023)

Multimodal 4DVarNets for the Reconstruction of Sea Surface Dynamics From SST-SSH Synergies. - Ronan Fablet; Quentin Febvre; Bertrand Chapron (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep learning for ocean satellite altimetry : specificities and practical implications. (Apprentissage profond pour l'altimétrie satellitaire océanique : spécificités et implications pratiques). - Quentin Febvre (2023)

Scale-Aware Neural Calibration for Wide Swath Altimetry Observations. - Quentin Febvre; Clément Ubelmann; Julien Le Sommer; Ronan Fablet (IEEE Trans. Geosci. Remote. Sens., 2024)

Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation. - Thomas Kerdreux; Alexandre Tuel; Quentin Febvre; Alexis Mouche; Bertrand Chapron (CVPR Workshops, 2025)