Deteclic: a multi-method detector of sperm whale's click
Fabio Cassiano
,
Angélique Drémeau
,
Flore Samaran
,
Isabelle Quidu
179th Meeting of the Acoustical Society of America - Acoustics Virtually Everywhere , Acoustical Society of America, Dec 2020, Virtuel, United States
Conference papers
hal-03125773v1
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Gaussian Mixture Models for the Optimal Sparse Sampling of Offshore Wind Resource
Robin Marcille
,
Maxime Thiébaut
,
Jean-François Filipot
,
Pierre Tandeo
2022
Preprints, Working Papers, ...
hal-03685543v1
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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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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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Deep learning techniques applied to super-resolution chemistry transport modeling for operational uses
Bertrand Bessagnet
,
Maxime Beauchamp
,
Laurent Menut
,
Ronan Fablet
,
E Pisoni
et al.
Journal articles
hal-03750400v2
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Deep Learning–Based Bathymetry Mapping from Multispectral Satellite Data Around Europa Island
Khishma Modoosoodun Nicolas
,
Lucas Drumetz
,
Sébastien Lefèvre
,
Dirk Tiede
,
Touria Bajjouk
et al.
EUCOMARE 2022: International Conference European Spatial Data for Coastal and Marine Remote Sensing , May 2022, Saint Malo (FR), France. pp.97-111,
⟨10.1007/978-3-031-16213-8_6⟩
Conference papers
hal-03991226v1
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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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2D convolutional neural networks for benthic fauna identification
Khawla Ben Gaied
,
Abdesslam Benzinou
,
Abdul Qayyum
,
Kamal Nasreddine
,
Catherine Borremans
et al.
16th DSBS - Deep Sea Biology Symposium , Sep 2021, BREST, France
Conference papers
hal-03394493v1
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A Local Mixup to Prevent Manifold Intrusion
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
EUSIPCO 2022 , Aug 2022, Belgrade, Serbia
Conference papers
hal-03683702v1
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Narrowing uncertainties in climate projections using data science tools
Pierre Tandeo
,
Pierre Ailliot
,
Christophe Bello
,
Bertrand Chapron
,
Trang Chau
et al.
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography , Apr 2021, Brest, France
Conference papers
hal-03279029v1
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Quantifying Non-Stationarity with Information Theory
Carlos Granero-Belinchon
,
Stéphane G. Roux
,
Nicolas B. Garnier
Journal articles
hal-03457502v1
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Subspace Detours Meet Gromov-Wasserstein
Clément Bonet
,
Titouan Vayer
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
et al.
Algorithms , 2021, Special Issue Optimal Transport: Algorithms and Applications, 14, pp.1-29.
⟨10.3390/a14120366⟩
Journal articles
hal-03500536v1
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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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Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics
Paul Nguyen Hong Duc
,
Maëlle Torterotot
,
Flore Samaran
,
Paul R. White
,
Odile Gérard
et al.
Journal articles
hal-03028306v1
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Monitoring the Greater Agulhas Current With AIS Data Information
Clément Le Goff
,
Brahim Boussidi
,
Alexei Mironov
,
Yann Guichoux
,
Yicun Zhen
et al.
Journal articles
hal-03227798v1
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Multifeature Hyperspectral Unmixing Based on Tensor Decomposition
Mohamad Jouni
,
Mauro Dalla Mura
,
Lucas Drumetz
,
Pierre Comon
2022
Preprints, Working Papers, ...
hal-03480890v4
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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.
2023
Preprints, Working Papers, ...
hal-03895087v2
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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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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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Model error covariance estimation in particle and ensemble Kalman filters using an online expectation‐maximization algorithm
Tadeo Javier Cocucci
,
Manuel Pulido
,
Magdalena Lucini
,
Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society , 2021, 147 (734), pp.526-543.
⟨10.1002/qj.3931⟩
Journal articles
hal-02964198v1
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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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Passive acoustic monitoring reveals feeding attempts at close range from soaking demersal longlines by two killer whale ecotypes
Gaëtan Richard
,
Julien Bonnel
,
Julie Beesau
,
Eva Calvo
,
Fabio Cassiano
et al.
Journal articles
hal-03346204v1
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Data-Driven Interpolation of Sea Surface Suspended Concentrations Derived from Ocean Colour Remote Sensing Data
Jean-Marie Vient
,
Frederic Jourdin
,
Ronan Fablet
,
Baptiste Mengual
,
Ludivine Lafosse
et al.
Journal articles
hal-03349910v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models
Thi Tuyet Trang Chau
,
Pierre Ailliot
,
Valérie Monbet
,
Pierre Tandeo
Journal articles
hal-03616079v1
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An Efficient 1DCNN–LSTM Deep Learning Model for Assessment and Classification of fMRI-Based Autism Spectrum Disorder
Abdul Qayyum
,
M. Ahamed Khan
,
Abdesslam Benzinou
,
Moona Mazher
,
Manickam Ramasamy
et al.
Innovative Data Communication Technologies and Application , 96, Springer Nature Singapore, pp.1039-1048, 2022, Lecture Notes on Data Engineering and Communications Technologies,
⟨10.1007/978-981-16-7167-8_77⟩
Book sections
hal-03684541v1
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A comprehensive review of artificial intelligence-based approaches for biodiversity studies in the deep sea
Abdul Qayyum
,
Abdesslam Benzinou
,
Kamal Nasreddine
,
Catherine Borremans
,
Daniela Zeppilli
et al.
16th DSBS - Deep Sea Biology Symposium , Sep 2021, BREST, France
Conference papers
hal-03394554v1
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Machine learning-based uncertainty quantification for data assimilation: a simple model experiment
Juan Ruiz
,
Maximiliano Sacco
,
Yicun Zhen
,
Pierre Tandeo
,
Manuel Pulido
et al.
Conference papers
hal-03279041v1
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Multi-stream Fish Detection in Unconstrained Underwater Videos by the Fusion of Two Convolutional Neural Network Detectors
Abdelouahid Ben Tamou
,
Abdesslam Benzinou
,
Kamal Nasreddine
Applied Intelligence , 2021, 51, pp.5809-5821
Journal articles
hal-03068449v1
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Use of Ecoacoustics to Characterize the Marine Acoustic Environment off the North Atlantic French Saint-Pierre-et-Miquelon Archipelago
Paul Nguyen Hong Duc
,
Dorian Cazau
,
Paul R White
,
Odile Gérard
,
Joël Detcheverry
et al.
Journal articles
hal-03167382v1
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Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems
Abderrahim Bentamy
,
Semyon A Grodsky
,
Gildas Cambo
,
Pierre Tandeo
,
Xavier Capet
et al.
Journal articles
hal-03161785v1
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