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Ronan Fablet

22

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francois-rousseau

	Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Trainable Variational Models Simon Benaïchouche , Clément Legoff , Yann Guichoux , François Rousseau , Ronan Fablet Remote Sensing, 2021, 13, ⟨10.3390/rs13163162⟩ Article dans une revue hal-03319098v1
	Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields Ronan Fablet , Maxime Beauchamp , Lucas Drumetz , François Rousseau Frontiers in Applied Mathematics and Statistics, 2021, 7, pp.655224. ⟨10.3389/fams.2021.655224⟩ Article dans une revue hal-03349912v1
	SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI Quentin Delannoy , Chi-Hieu Pham , Clément Cazorla , Carlos Tor-Díez , Guillaume Dollé Computers in Biology and Medicine, 2020, 120, pp.103755. ⟨10.1016/j.compbiomed.2020.103755⟩ Article dans une revue hal-02189136v3
	Multiscale brain MRI super-resolution using deep 3D convolutional networks Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet Computerized Medical Imaging and Graphics, 2019, 77, pp.101647. ⟨10.1016/j.compmedimag.2019.101647⟩ Article dans une revue hal-01635455v2
	Residual Networks as Flows of Diffeomorphisms François Rousseau , Lucas Drumetz , Ronan Fablet Journal of Mathematical Imaging and Vision, 2019, ⟨10.1007/s10851-019-00890-3⟩ Article dans une revue hal-01796729v2
	Joint interpolation of multi-sensor sea surface temperature fields using non-local and statistical priors Ronan Fablet , François Rousseau IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (6), pp.2665 - 2675. ⟨10.1109/JSTARS.2016.2523605⟩ Article dans une revue hal-01441483v1

	Learnable Variational Models for the Reconstruction of Sea Surface Currents Using Ais Data Streams: A Case Study on the Sicily Channel Simon Benaïchouche , C. Le Goff , B. Boussidi , François Rousseau , Ronan Fablet IGARSS 2022: IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.6821-6824, ⟨10.1109/IGARSS46834.2022.9883870⟩ Communication dans un congrès hal-04231162v1
	Unsupervised reconstruction of sea surface currents from AIS maritime traffic data using learnable variational models Simon Benaïchouche , Clement Le Goff , Yann Guichoux , François Rousseau , Ronan Fablet ICASSP 2021: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Canada. ⟨10.1109/ICASSP39728.2021.9415038⟩ Communication dans un congrès hal-03139066v1
	END-TO-END LEARNING OF VARIATIONAL MODELS AND SOLVERS FOR THE RESOLUTION OF INTERPOLATION PROBLEMS Ronan Fablet , Lucas Drumetz , François Rousseau ICASSP 2021 : IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, United States. ⟨10.1109/ICASSP39728.2021.9414629⟩ Communication dans un congrès hal-03139133v1
	Joint learning of variational data assimilation models and solvers Ronan Fablet , Lucas Drumetz , François Rousseau , Olivier Pannekoucke , Bertrand Chapron ECMWF-ESA 2020 - Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Reading, United Kingdom Communication dans un congrès hal-02927356v1
	Réseaux antagonistes génératifs pour la reconstruction super-résolution et la segmentation en IRM Quentin Delannoy , Chi-Hieu Pham , Clément Cazorla , Carlos Tor-Díez , Guillaume Dollé Extraction et Gestion des Connaissances - Atelier Apprentissage Profond : Théorie et Applications (APTA@EGC), 2020, Bruxelles, Belgique Communication dans un congrès hal-02387754v1
	End-to-end learning of optimal interpolators for geophysical dynamics Ronan Fablet , Lucas Drumetz , François Rousseau CI 2019 : 9th International Workshop on Climate Informatics, 2019, Paris, France Communication dans un congrès hal-02285701v1
	Learning differential transport operators for the joint super-resolution of sea surface tracers and prediction of subgrid-scale features. Ronan Fablet , Lucas Drumetz , Julien Le Sommer , Jean-Marc Molines , François Rousseau IGARSS 2019 : 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900571⟩ Communication dans un congrès hal-02285698v1
	Simultaneous super-resolution and segmentation using a generative adversarial network: Application to neonatal brain MRI Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet International Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.991-994, ⟨10.1109/ISBI.2019.8759255⟩ Communication dans un congrès hal-01895163v1
	Super-résolution et segmentation simultanées d’IRM cérébrales néonatales par réseaux antagonistes génératifs Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet Congrès National d’Imagerie du Vivant (CNIV), 2019, Paris, France Communication dans un congrès hal-01978970v1
	Brain MRI Super-Resolution using Deep 3D Convolutional Networks Chi-Hieu Pham , Aurelien Ducournau , Ronan Fablet , François Rousseau ISBI 2017 : IEEE 14th International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.197 - 200, ⟨10.1109/ISBI.2017.7950500⟩ Communication dans un congrès hal-01596811v1
	Missing data super-resolution using non-local and statistical priors Ronan Fablet , François Rousseau ICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec, Canada. pp.676 - 680, ⟨10.1109/ICIP.2015.7350884⟩ Communication dans un congrès hal-01271182v1
	Non-Local Super-resolution of Missing Data in Multi-sensor Observations of Sea Surface Geophysical Fields Ronan Fablet , François Rousseau IGARSS 2015: IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.TUP.PJ.8 Communication dans un congrès hal-01292234v1
	The Analog Ensemble Kalman Filter and Smoother Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States Communication dans un congrès hal-01188825v1
	Robust statistical registration of 3D ultrasound images using texture information François Rousseau , Ronan Fablet , Christian Barillot ICIP 2003 : IEEE International Conference on Image Processing, Sep 2003, Barcelone, Spain. pp.581 - 584, ⟨10.1109/ICIP.2003.1247028⟩ Communication dans un congrès hal-02341744v1

	Divergence-free continuous normalizing flows for uncertainty quantification Simon Benaïchouche , Guillaume Morel , François Rousseau , Ronan Fablet 2022 Pré-publication, Document de travail hal-03813499v1
	Joint interpolation of multi-sensor sea surface geophysical fields using non-local and statistical priors Ronan Fablet , François Rousseau 2015 Pré-publication, Document de travail hal-01216762v1