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Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data
Anthony Frion
,
Lucas Drumetz
,
Mauro Dalla Mura
,
Guillaume Tochon
,
Abdeldjalil Aissa El Bey
et al.
ICASSP, Jun 2023, Rhodes, Greece
Conference papers
hal-03895087v2
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Deep learning for Lagrangian drift simulation at the sea surface
Daria Botvynko
,
Carlos Granero-Belinchon
,
Simon Van Gennip
,
Abdesslam Benzinou
,
Ronan Fablet
et al.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), Jun 2023, Rhodes, Greece
Conference papers
hal-03852489v1
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Assimilation de données variationnelle de séries temporelles d'images Sentinel-2 avec un modèle dynamique auto-supervisé
Anthony Frion
,
Lucas Drumetz
,
Mauro Dalla Mura
,
Guillaume Tochon
,
Abdeldjalil Aissa El Bey
et al.
2023
Preprints, Working Papers, ...
hal-04084032v1
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MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition
Mohamad Jouni
,
Mauro Dalla Mura
,
Lucas Drumetz
,
Pierre Comon
2023
Preprints, Working Papers, ...
hal-03480890v5
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Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows
Guillaume Morel
,
Lucas Drumetz
,
Simon Benaïchouche
,
Nicolas Courty
,
François Rousseau
et al.
2023
Preprints, Working Papers, ...
hal-03782622v5
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Neural network based generation of 1-dimensional stochastic fields with turbulent velocity statistics
Carlos Granero-Belinchon
2023
Preprints, Working Papers, ...
hal-03861273v2
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Uncertainty quantification when learning dynamical models and solvers with variational methods
Nicolas Lafon
,
Ronan Fablet
,
P Naveau
2023
Preprints, Working Papers, ...
hal-04013195v1
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Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecasting
Anthony Frion
,
Lucas Drumetz
,
Guillaume Tochon
,
Mauro Dalla Mura
,
Abdeldjalil Aissa El Bey
et al.
2023
Preprints, Working Papers, ...
hal-04018094v1
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4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry
Maxime Beauchamp
,
Quentin Febvre
,
Hugo Georgentum
,
Ronan Fablet
2023
Preprints, Working Papers, ...
hal-03928370v1
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Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies
Ronan Fablet
,
Quentin Febvre
,
Bertrand Chapron
2023
Preprints, Working Papers, ...
hal-03928368v1
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Learning Neural Optimal Interpolation Models and Solvers
Maxime Beauchamp
,
Joseph Thompson
,
Hugo Georgenthum
,
Quentin Febvre
,
Ronan Fablet
et al.
2023
Preprints, Working Papers, ...
hal-03928369v1
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Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
Sibo Cheng
,
César Quilodrán-Casas
,
Said Ouala
,
Alban Farchi
,
Che Liu
et al.
IEEE/CAA Journal of Automatica Sinica, In press
Journal articles
hal-04039094v1
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A VAE approach to sample multivariate extremes
Nicolas Lafon
,
Philippe Naveau
,
Ronan Fablet
2023
Preprints, Working Papers, ...
hal-04013214v1
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Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets
Ronan Fablet
,
Bertrand Chapron
,
Julien Le Sommer
,
Florian Sévellec
2023
Preprints, Working Papers, ...
hal-03928366v1
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An efficient anchor-free method for pig detection
Morann Mattina
,
Abdesslam Benzinou
,
Kamal Nasreddine
,
Francis Richard
Journal articles
hal-03796131v1
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Fuzzy Model for the Automatic Recognition of Human Dendritic Cells
Marwa Braiki
,
Kamal Nasreddine
,
Abdesslam Benzinou
,
Nolwenn Hymery
Journal articles
hal-03944492v1
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Biodiversity underestimation in our bLUe planEt: artificial intelligence REVOLUTION in benthic taxonomy. BLUE REVOLUTION project - What's new?
Catherine Borremans
,
Valentin Foulon
,
Sandra Fuchs
,
Kamal Nasreddine
,
Abdesslam Benzinou
et al.
18 IMCO 2022 - 18th International Meiofauna Conference, Dec 2022, virtual, New Zealand
Conference papers
hal-03926277v1
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Human Dendritic Cells Classification based on Possibility Theory
Mouna Zouari Mehdi
,
Abdesslam Benzinou
,
Jihen Frikha Elleuch
,
Kamal Nasreddine
,
Ammari Dhiaeddine
et al.
IEEE International Conference on Image Processing Applications and Systems, IPAS 2022, Dec 2022, Genova, Italy
Conference papers
hal-03926321v1
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Data-driven Reconstruction of Partially Observed Dynamical Systems
Pierre Tandeo
,
Pierre Ailliot
,
Florian Sévellec
2022
Preprints, Working Papers, ...
hal-03877235v1
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Efficient Gradient Flows in Sliced-Wasserstein Space
Clément Bonet
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
2022
Preprints, Working Papers, ...
hal-03858935v1
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Spherical Sliced-Wasserstein
Clément Bonet
,
Paul Berg
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
et al.
2022
Preprints, Working Papers, ...
hal-03852488v1
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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices
Lucas Drumetz
,
Alexandre Reiffers-Masson
,
Naoufal El Bekri
,
Franck Vermet
2022
Preprints, Working Papers, ...
hal-03815325v2
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A Deep Learning Vision Transformer using Majority Voting Ensemble for Nematode Classification with Test Time Augmentation Technique
Abdul Qayyum
,
Abdesslam Benzinou
,
Kamal Nasreddine
,
Valentin Foulon
,
Anthonin Martinel
et al.
4rd International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2022), Oct 2022, Corfu, Greece
Conference papers
hal-03814792v1
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Divergence-free continuous normalizing flows for uncertainty quantification
Simon Benaïchouche
,
Guillaume Morel
,
François Rousseau
,
Ronan Fablet
2022
Preprints, Working Papers, ...
hal-03813499v1
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Biodiversity underestimation in our bLUe planEt: artificial intelligence (AI) REVOLUTION in benthic taxonomy (BLUEREVOLUTION project) - news
Catherine Borremans
,
Daniela Zeppilli
,
Abdesslam Benzinou
,
Kamal Nasreddine
,
Valentin Foulon
et al.
4th Marine Imaging Workshop (MIW'22), Oct 2022, BREST, France
Conference papers
hal-03812186v1
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Find the good imaging technique for automatic identification of meiofauna - Part of the Blue Revolution project.
Valentin Foulon
,
Daniela Zeppilli
,
Catherine Borremans
,
Valentine Foulquier
,
Edwin Dache
et al.
4th Marine Imaging Workshop (MIW'22), Oct 2022, Brest, France
Conference papers
hal-03812174v1
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Deep Learning approaches to simulate Lagrangian particle dynamics at sea surface
Daria Botvynko
,
Carlos Granero-Belinchon
,
Abdesslam Benzinou
,
Ronan Fablet
,
Simon Van Gennip
et al.
Sea Tech Week 2022, Session "Marine Litter Solutions for Monitoring Mitigation and Prevention", Sep 2022, BREST, France
Conference papers
hal-03795063v1
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Assessing the usefulness of Land Surface Temperature spatial disaggregation for water stress mapping in the frame of the preparation of the Trishna mission
Serdar Rama
,
Julien Michel
,
Vincent Rivalland
,
Aurélie Michel
,
Carlos Granero-Belinchon
et al.
Recent Advances In Quantitative Remote Sensing, Sep 2022, Torrent (Valencia), Spain
Conference poster
hal-03923959v1
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Un Mixup Local pour empêcher les intrusions de variétés
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
GRETSI 2022, Sep 2022, Nancy, France
Conference papers
hal-03693098v1
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Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss
Abdelouahid Ben Tamou
,
Abdesslam Benzinou
,
Kamal Nasreddine
Journal articles
hal-03779381v1
|
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