Spherical Sliced-Wasserstein
Clément Bonet
,
Paul Berg
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
,
et al.
International Conference on Learning Representations (ICLR) , May 2023, Kigali, Rwanda
Communication dans un congrès
hal-04336947v1
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Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
Duong Nguyen
,
Said Ouala
,
Lucas Drumetz
,
Ronan Fablet
2021
Pré-publication, Document de travail
hal-02931101v7
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Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing
Lucas Drumetz
,
Jocelyn Chanussot
,
A Iwasaki
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing , IEEE, Apr 2018, Calgary, Alberta, Canada.
⟨10.1109/ICASSP.2018.8462256⟩
Communication dans un congrès
hal-01800076v1
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Relationships between nonlinear and space-variant linear models in hyperspectral image unmixing
Lucas Drumetz
,
Bahram Ehsandoust
,
Jocelyn Chanussot
,
Bertrand Rivet
,
Massoud Babaie-Zadeh
,
et al.
Article dans une revue
hal-01581520v1
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Subspace Detours Meet Gromov-Wasserstein
Clément Bonet
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
NeurIPS, workshop on Optimal Transport in Machine Learning , Dec 2021, Virtual-only Conference, France
Communication dans un congrès
hal-03426813v1
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Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review
Ricardo Augusto Borsoi
,
Tales Imbiriba
,
Jose Carlos Bermudez
,
Cédric Richard
,
Jocelyn Chanussot
,
et al.
Article dans une revue
hal-03265014v1
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Semi-Automatic Classification of Cementitious Materials using Scanning Electron Microscope Images
Lucas Drumetz
,
Mauro Dalla Mura
,
Samuel Meulenyzer
,
Sébastien Lombard
,
Jocelyn Chanussot
Article dans une revue
hal-01235867v1
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Semi-automatic classification of cementitious materials using Scanning Electron Microscope images
Lucas Drumetz
,
Mauro Dalla Mura
,
Samuel Meulenyzer
,
Sébastien Lombard
,
Jocelyn Chanussot
QCAV 2015 - 12th International Conference on Quality Control by Artificial Vision , Jun 2015, Le Creusot, France.
⟨10.1117/12.2182762⟩
Communication dans un congrès
hal-01164939v1
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Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity
Lucas Drumetz
,
Guillaume Tochon
,
Jocelyn Chanussot
,
Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation , Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.381 - 391,
⟨10.1007/978-3-319-53547-0_36⟩
Communication dans un congrès
hal-01479420v1
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Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities
Yassine El Ouahidi
,
Lucas Drumetz
,
Giulia Lioi
,
Nicolas Farrugia
,
Bastien Pasdeloup
,
et al.
Communication dans un congrès
hal-04173113v1
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Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions
Yassine El Ouahidi
,
Lucas Drumetz
,
Giulia Lioi
,
Nicolas Farrugia
,
Bastien Pasdeloup
,
et al.
GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023, Grenoble, France
Communication dans un congrès
hal-04507161v1
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Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations
Said Ouala
,
Ronan Fablet
,
Duong Nguyen
,
Lucas Drumetz
,
Bertrand Chapron
,
et al.
EGU 2019 : General Assembly 2019 of the European Geosciences Union , Apr 2019, Vienna, Austria
Communication dans un congrès
hal-02110359v1
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Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields
Ronan Fablet
,
Maxime Beauchamp
,
Lucas Drumetz
,
François Rousseau
Article dans une revue
hal-03349912v1
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Spatial multi-modality as a way to improve both performance and interpretability of deep learning models to reconstruct phytoplankton time-series in the global ocean
Joana Roussillon
,
Ronan Fablet
,
Thomas Gorgues
,
Lucas Drumetz
,
Elodie Martinez
EGU General Assembly 2022 , May 2022, Vienna, Austria
Poster de conférence
hal-04231217v1
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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
GSI 2023 - 6th International Conference on Geometric Science of Information 23 , Aug 2023, Saint Malo, France. pp.1-18
Communication dans un congrès
hal-03815325v3
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Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry
Lucas Drumetz
,
Jocelyn Chanussot
,
Christian Jutten
,
Wing-Kin Ma
,
Akira Iwasaki
Article dans une revue
hal-02490602v1
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Sea surface dynamics reconstruction using neural networks based kalman filter
Said Ouala
,
Ronan Fablet
,
Cedric Herzet
,
Lucas Drumetz
,
Bertrand Chapron
,
et al.
Communication dans un congrès
hal-02285697v1
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Endmember Variability in hyperspectral image unmixing
Lucas Drumetz
Thèse
tel-01394809v2
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Hyperspectral unmixing with material variability using social sparsity
Travis Meyer
,
Lucas Drumetz
,
Jocelyn Chanussot
,
Andrea Bertozzi
,
Christian Jutten
ICIP 2016 - 23rd IEEE International Conference on Image Processing , IEEE, Sep 2016, Phoenix, United States.
⟨10.1109/ICIP.2016.7532746⟩
Communication dans un congrès
hal-01364247v1
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Subspace Detours Meet Gromov-Wasserstein
Clément Bonet
,
Titouan Vayer
,
Nicolas Courty
,
François Septier
,
Lucas Drumetz
Algorithms , 2021, Special Issue Optimal Transport: Algorithms and Applications, 14 (12), pp.366.
⟨10.3390/a14120366⟩
Article dans une revue
hal-03500536v1
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MultiHU-TD: Multi-feature Hyperspectral Unmixing Based on Tensor Decomposition
Mohamad Jouni
,
Mauro Dalla Mura
,
Lucas Drumetz
,
Pierre Comon
Article dans une revue
hal-03480890v7
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Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean
Elodie Martinez
,
Anouar Brini
,
Thomas Gorgues
,
Lucas Drumetz
,
Joana Roussillon
,
et al.
Article dans une revue
hal-03227823v1
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Hyperspectral Local Intrinsic Dimensionality
Lucas Drumetz
,
Miguel Angel Veganzones
,
Rubén Marrero
,
Guillaume Tochon
,
Mauro Dalla Mura
,
et al.
Article dans une revue
hal-01292198v1
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Residual Networks as Flows of Diffeomorphisms
François Rousseau
,
Lucas Drumetz
,
Ronan Fablet
Article dans une revue
hal-01796729v2
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Learning Variational Data Assimilation Models and Solvers
Ronan Fablet
,
Bertrand Chapron
,
Lucas Drumetz
,
Etienne Mémin
,
Olivier Pannekoucke
,
et al.
Journal of Advances in Modeling Earth Systems , 2021, 13 (10), pp.article n° e2021MS002572.
⟨10.1029/2021MS002572⟩
Article dans une revue
hal-02906798v1
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Joint learning of variational data assimilation models and solvers
Ronan Fablet
,
Lucas Drumetz
,
François Rousseau
,
Olivier Pannekoucke
,
Bertrand Chapron
,
et al.
ECMWF-ESA 2020 - Workshop on Machine Learning for Earth System Observation and Prediction , Oct 2020, Reading, United Kingdom
Communication dans un congrès
hal-02927356v1
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Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks
Raphael Baena
,
Lucas Drumetz
,
Vincent Gripon
Communication dans un congrès
hal-03235669v1
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Learning stochastic dynamical systems with neural networks mimicking the Euler-Maruyama scheme
Noura Dridi
,
Lucas Drumetz
,
Ronan Fablet
Communication dans un congrès
hal-03265004v1
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Improving Classification Accuracy With Graph Filtering
M. Hamidouche
,
C. Lassance
,
Y. Hu
,
Lucas Drumetz
,
Bastien Pasdeloup
,
et al.
Communication dans un congrès
hal-03675142v1
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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
Transactions on Machine Learning Research Journal , 2023
Article dans une revue
hal-03782622v5
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