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Structure: Internal structure identifier : 541706
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Unlearned Downscaling of sea surface height with Deep Image Prior

Théo Archambault , Arthur Filoche , Anastase Alexandre Charantonis , Dominique Béréziat
IA for Earth Sciences Workshop The International Conference on Learning Representations (ICLR), Apr 2022, Virtual conference, United States
Conference papers hal-03659040v2

Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms

Sylvie Thiria , Charles Sorror , Théo Archambault , Anastase Alexandre Charantonis , Dominique Béréziat , et al.
Ocean Modelling, 2023, 182, pp.102174. ⟨10.1016/j.ocemod.2023.102174⟩
Journal articles hal-04006736v1
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Statistics-free interpolation of ocean observations with deep spatio-temporal prior

Arthur Filoche , Théo Archambault , Anastase Alexandre Charantonis , Dominique Béréziat
ECML/PKDD Workshop on Machine Learning for Earth Observation and Prediction (MACLEAN), Sep 2022, Grenoble, France
Conference papers hal-03765735v1
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Learning 4DVAR inversion directly from observations

Arthur Filoche , Julien Brajard , Anastase Charantonis , Dominique Béréziat
Workshop on Machine Learning and Data Assimilation for Dynamical Systems (MLDADS), International Conference on Computational Science (ICCS), Jul 2023, Prague, Czech Republic
Conference papers hal-03863390v2
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Deep prior in variational assimilation to estimate ocean circulation without explicit regularization

Arthur Filoche , Dominique Béréziat , Anastase Alexandre Charantonis
Climate Informatics, May 2022, Asheville, NC, United States. ⟨10.1017/eds.2020.xx⟩
Conference papers hal-03619088v1
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Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting

Vincent Bouget , Dominique Béréziat , Julien Brajard , Anastase Alexandre Charantonis , Arthur Filoche
Remote Sensing, 2021, 13 (2), pp.246. ⟨10.3390/rs13020246⟩
Journal articles hal-03112093v1
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Completing physics-based models by learning hidden dynamics through data assimilation

Arthur Filoche , Julien Brajard , Anastase Alexandre Charantonis , Dominique Béréziat
NeurIPS 2020, workshop AI4Earth, Dec 2020, Vancouver (virtual), Canada
Conference papers hal-03004938v1
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SSH Super-Resolution using high resolution SST with a Subpixel Convolutional Residual Network

Théo Archambault , Anastase Alexandre Charantonis , Dominique Béréziat , Carlos Mejia , Sylvie Thiria
Climate Informatics, May 2022, Asheville, NC, United States
Conference papers hal-03619091v1

Improving CADNA Performance on GPUs

Pacôme Eberhart , Baptiste Landreau , Julien Brajard , Pierre Fortin , Fabienne Jézéquel
2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2018, Vancouver, Canada. pp.1016-1025, ⟨10.1109/IPDPSW.2018.00156⟩
Conference papers hal-01858537v1
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Variational assimilation of Geophysical images leveraging deep learning tools

Arthur Filoche , Dominique Béréziat , Julien Brajard , Anastase Alexandre Charantonis
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339674v1