Search Results - Ronan Fablet

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  1. 1

    A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction by Duong Nguyen, Ronan Fablet

    Published in IEEE Access (2024-01-01)
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  2. 2

    Ensemble-based 4DVarNet uncertainty quantification for the reconstruction of sea surface height dynamics – ERRATUM by Maxime Beauchamp, Quentin Febvre, Ronan Fablet

    Published in Environmental Data Science (2023-01-01)
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  3. 3

    Ensemble-based 4DVarNet uncertainty quantification for the reconstruction of sea surface height dynamics by Maxime Beauchamp, Quentin Febvre, Ronan Fablet

    Published in Environmental Data Science (2023-01-01)
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  4. 4

    Deep inference of seabird dives from GPS-only records: Performance and generalization properties. by Amédée Roy, Sophie Lanco Bertrand, Ronan Fablet

    Published in PLoS Computational Biology (2022-03-01)
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  5. 5

    Hidden Markov models: the best models for forager movements? by Rocio Joo, Sophie Bertrand, Jorge Tam, Ronan Fablet

    Published in PLoS ONE (2013-01-01)
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  6. 6

    Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields by Ronan Fablet, Maxime Beauchamp, Lucas Drumetz, François Rousseau

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  7. 7

    End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations by Jean-Marie Vient, Ronan Fablet, Frédéric Jourdin, Christophe Delacourt

    Published in Remote Sensing (2022-08-01)
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  8. 8

    Editorial: AI and remote sensing in ocean sciences by Gustau Camps-Valls, Elodie Martinez, Ronan Fablet, Cédric Jamet

    Published in Frontiers in Marine Science (2024-01-01)
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  9. 9

    CNN-Based Target Recognition and Identification for Infrared Imaging in Defense Systems by Antoine d’Acremont, Ronan Fablet, Alexandre Baussard, Guillaume Quin

    Published in Sensors (2019-04-01)
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  10. 10

    Intercomparison of Data-Driven and Learning-Based Interpolations of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations by Maxime Beauchamp, Ronan Fablet, Clément Ubelmann, Maxime Ballarotta, Bertrand Chapron

    Published in Remote Sensing (2020-11-01)
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  11. 11

    Multimodal learning–based reconstruction of high-resolution spatial wind speed fields by Matteo Zambra, Nicolas Farrugia, Dorian Cazau, Alexandre Gensse, Ronan Fablet

    Published in Environmental Data Science (2025-01-01)
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  12. 12

    Reduction of Rain-Induced Errors for Wind Speed Estimation on SAR Observations Using Convolutional Neural Networks by Aurelien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Ronan Fablet

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  13. 13

    Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework by Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

    Published in Machine Learning: Science and Technology (2023-01-01)
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  14. 14

    Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Trainable Variational Models by Simon Benaïchouche, Clément Legoff, Yann Guichoux, François Rousseau, Ronan Fablet

    Published in Remote Sensing (2021-08-01)
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  15. 15

    Online calibration of deep learning sub-models for hybrid numerical modeling systems by Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

    Published in Communications Physics (2024-12-01)
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  16. 16

    A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization by Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat

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  17. 17

    A Multi-Mode Convolutional Neural Network to reconstruct satellite-derived chlorophyll-a time series in the global ocean from physical drivers by Joana Roussillon, Ronan Fablet, Thomas Gorgues, Lucas Drumetz, Jean Littaye, Elodie Martinez

    Published in Frontiers in Marine Science (2023-03-01)
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  18. 18

    Data-Driven Interpolation of Sea Surface Suspended Concentrations Derived from Ocean Colour Remote Sensing Data by Jean-Marie Vient, Frederic Jourdin, Ronan Fablet, Baptiste Mengual, Ludivine Lafosse, Christophe Delacourt

    Published in Remote Sensing (2021-09-01)
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  19. 19

    Coupling spectral analysis and hidden Markov models for the segmentation of behavioural patterns by Karine Heerah, Mathieu Woillez, Ronan Fablet, François Garren, Stéphane Martin, Hélène De Pontual

    Published in Movement Ecology (2017-09-01)
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  20. 20

    CLOINet: ocean state reconstructions through remote-sensing, in-situ sparse observations and deep learning by Eugenio Cutolo, Eugenio Cutolo, Ananda Pascual, Simon Ruiz, Nikolaos D. Zarokanellos, Ronan Fablet

    Published in Frontiers in Marine Science (2024-02-01)
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