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Structure: Internal structure identifier : 1067634

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
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
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
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.
Environmental Research Communications, 2021, 3 (8), pp.085001. ⟨10.1088/2515-7620/ac17f7⟩
Journal articles hal-03750400v2

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
Preprints, Working Papers, ... hal-04013195v1

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

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

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
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.
Ecological Informatics, 2021, 61, pp.101185-1 - 101185-12. ⟨10.1016/j.ecoinf.2020.101185⟩
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 of Geophysical Research. Oceans, 2021, 126 (5), pp.e2021JC017228. ⟨10.1029/2021jc017228⟩
Journal articles hal-03227798v1
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Multifeature Hyperspectral Unmixing Based on Tensor Decomposition

Mohamad Jouni , Mauro Dalla Mura , Lucas Drumetz , Pierre Comon
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.
Preprints, Working Papers, ... hal-03895087v2

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
Preprints, Working Papers, ... hal-03928370v1

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

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

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

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.
Marine Mammal Science, 2022, 38, pp.304-325. ⟨10.1111/mms.12860⟩
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.
Remote Sensing, 2021, 13 (17), pp.3537. ⟨10.3390/rs13173537⟩
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
Discrete and Continuous Dynamical Systems - Series S, 2022, pp.1-24. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1

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

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

Machine learning-based uncertainty quantification for data assimilation: a simple model experiment

Juan Ruiz , Maximiliano Sacco , Yicun Zhen , Pierre Tandeo , Manuel Pulido et al.
European Geosciences Union, Apr 2021, Vienne, Austria. ⟨10.5194/egusphere-egu21-9254⟩
Conference papers hal-03279041v1

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 of Marine Science and Engineering, 2021, 9 (2), pp.177. ⟨10.3390/jmse9020177⟩
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.
Remote Sensing, 2021, 123 (5), pp.940. ⟨10.3390/rs13050940⟩
Journal articles hal-03161785v1