A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction

by Duong Nguyen, Ronan Fablet
Published 2024-01-01

Generalized Pareto for Pattern-Oriented Random Walk Modelling of Organisms' Movements.

by Sophie Bertrand, Rocío Joo, Ronan Fablet
Published 2015-01-01

Deep inference of seabird dives from GPS-only records: Performance and generalization properties.

by Amédée Roy, Sophie Lanco Bertrand, Ronan Fablet
Published 2022-03-01

Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields

by Ronan Fablet, Maxime Beauchamp, Lucas Drumetz, François Rousseau
Published 2021-05-01

Accroissement stochastique de la résolution spatiale des traceurs géophysiques de l'océan: application aux observations satellitaires de la température de surface de l'océan

by Brahim Boussidi, Ronan Fablet, Emmanuelle Autret, Bertrand Chapron
Published 2014-04-01

Hidden Markov models: the best models for forager movements?

by Rocio Joo, Sophie Bertrand, Jorge Tam, Ronan Fablet
Published 2013-01-01

CNN-Based Target Recognition and Identification for Infrared Imaging in Defense Systems

by Antoine d’Acremont, Ronan Fablet, Alexandre Baussard, Guillaume Quin
Published 2019-04-01

End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations

by Jean-Marie Vient, Ronan Fablet, Frédéric Jourdin, Christophe Delacourt
Published 2022-08-01

Editorial: AI and remote sensing in ocean sciences

by Gustau Camps-Valls, Elodie Martinez, Ronan Fablet, Cédric Jamet
Published 2024-01-01

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 2021-08-01

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 2020-11-01

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
Published 2023-01-01

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 2023-01-01

A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization

by Hugo Frezat, Julien Le Sommer, Ronan Fablet, Guillaume Balarac, Redouane Lguensat
Published 2022-11-01

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 2023-03-01

Spatio-Temporal Interpolation of Cloudy SST Fields Using Conditional Analog Data Assimilation

by Ronan Fablet, Phi Huynh Viet, Redouane Lguensat, Pierre-Henri Horrein, Bertrand Chapron
Published 2018-02-01

Validation and Parameter Sensitivity Tests for Reconstructing Swell Field Based on an Ensemble Kalman Filter

by Xuan Wang, Pierre Tandeo, Ronan Fablet, Romain Husson, Lei Guan, Ge Chen
Published 2016-11-01

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 2024-02-01

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 2021-09-01

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 2017-09-01