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Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
Paul Krzakala
,
Junjie Yang
,
Rémi Flamary
,
Florence d'Alché-Buc
,
Charlotte Laclau
et al.
38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Dec 2024, Vancouver, Canada. ⟨10.48550/arXiv.2402.12269⟩
Communication dans un congrès
hal-05010720
v1
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Convolutional Monge Mapping Normalization for learning on sleep data
Theo Gnassounou
,
Rémi Flamary
,
Alexandre Gramfort
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, Nouvelle Orléans, United States
Communication dans un congrès
hal-04359792
v1
|
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Optimal Transport with Adaptive Regularisation
Hugues Van Assel
,
Titouan Vayer
,
Remi Flamary
,
Nicolas Courty
NeurIPS OTML Workshop, Dec 2023, New Orleans, France
Communication dans un congrès
hal-04229636
v1
|
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SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities
Hugues Van Assel
,
Titouan Vayer
,
Rémi Flamary
,
Nicolas Courty
Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans, United States
Communication dans un congrès
hal-04103326
v2
|
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Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein
Hugues Van Assel
,
Cédric Vincent-Cuaz
,
Titouan Vayer
,
Rémi Flamary
,
Nicolas Courty
NeurIPS OTML Workshop, Dec 2023, New Orleans, United States
Communication dans un congrès
hal-04356797
v1
|
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Optimal transport for the multi-model combination of sub-seasonal ensemble forecasts
Camille Le Coz
,
Alexis Tantet
,
Rémi Flamary
,
Riwal Plougonven
Communication dans un congrès
hal-04389993
v1
|
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Unbalanced CO-Optimal Transport
Quang Huy Tran
,
Hicham Janati
,
Nicolas Courty
,
Rémi Flamary
,
Ievgen Redko
et al.
Communication dans un congrès
hal-04250963
v1
|
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Entropic Wasserstein component analysis
Antoine Collas
,
Titouan Vayer
,
Rémi Flamary
,
Arnaud Breloy
IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2023, Rome, Italy
Communication dans un congrès
hal-04022713
v1
|
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Template based Graph Neural Network with Optimal Transport Distances
Cédric Vincent-Cuaz
,
Rémi Flamary
,
Marco Corneli
,
Titouan Vayer
,
Nicolas Courty
NeurIPS 2022 – 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03839517
v1
|
|
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport
Rosanna Turrisi
,
Rémi Flamary
,
Alain Rakotomamonjy
,
Massimiliano Pontil
Conference on Uncertainty in Artificial Intelligence (UAI), Aug 2022, Eindhoven (Netherlands), France
Communication dans un congrès
hal-02877779
v1
|
|
Semi-relaxed Gromov-Wasserstein divergence for graphs classification
Cédric Vincent-Cuaz
,
Rémi Flamary
,
Marco Corneli
,
Titouan Vayer
,
Nicolas Courty
Colloque GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03839524
v1
|
|
Semi-relaxed Gromov Wasserstein divergence with applications on graphs
Cédric Vincent-Cuaz
,
Rémi Flamary
,
Marco Corneli
,
Titouan Vayer
,
Nicolas Courty
ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-28
Communication dans un congrès
hal-03832589
v1
|
|
Aligning individual brains with Fused Unbalanced Gromov-Wasserstein
Alexis Thual
,
Huy Tran
,
Tatiana Zemskova
,
Nicolas Courty
,
Rémi Flamary
et al.
NeurIPS 2022 - Conference on Neural Information Processing Systems, Nov 2022, New-Orlean, France
Communication dans un congrès
hal-03858930
v1
|
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Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
Luc Brogat-Motte
,
Rémi Flamary
,
Celine Brouard
,
Juho Rousu
,
Florence d'Alché-Buc
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States
Communication dans un congrès
hal-03670855
v1
|
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Online Graph Dictionary Learning
Cédric Vincent-Cuaz
,
Titouan Vayer
,
Rémi Flamary
,
Marco Corneli
,
Nicolas Courty
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Conference, United States. ⟨10.48550/arXiv.2102.06555⟩
Communication dans un congrès
hal-03140349
v2
|
|
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
Laetitia Chapel
,
Rémi Flamary
,
Haoran Wu
,
Cédric Févotte
,
Gilles Gasso
Communication dans un congrès
hal-03371489
v1
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Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
Kilian Fatras
,
Thibault Séjourné
,
Nicolas Courty
,
Rémi Flamary
Communication dans un congrès
hal-03264020
v1
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Contextual Semantic Interpretability
Diego Marcos
,
Ruth Fong
,
Sylvain Lobry
,
Rémi Flamary
,
Nicolas Courty
et al.
ACCV (Asian Conference on Computer Vision), Dec 2020, Kyoto, France
Communication dans un congrès
hal-02972165
v1
|
|
Learning with minibatch Wasserstein : asymptotic and gradient properties
Kilian Fatras
,
Younes Zine
,
Rémi Flamary
,
Rémi Gribonval
,
Nicolas Courty
AISTATS 2020 - 23nd International Conference on Artificial Intelligence and Statistics, Jun 2020, Palermo, Italy. pp.1-20
Communication dans un congrès
hal-02502329
v1
|
|
CO-Optimal Transport
Ievgen Redko
,
Titouan Vayer
,
Rémi Flamary
,
Nicolas Courty
Neural Information Processing Systems (NeurIPS), Dec 2020, Online, Canada
Communication dans un congrès
hal-02972087
v1
|
|
Sliced Gromov-Wasserstein
Titouan Vayer
,
Rémi Flamary
,
Romain Tavenard
,
Laetitia Chapel
,
Nicolas Courty
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02174309
v1
|
|
Unsupervised variable selection for kernel methods in systems biology
Jérôme J. Mariette
,
Celine Brouard
,
Remi Flamary
,
Nathalie Vialaneix
Journée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Toulouse, France
Communication dans un congrès
hal-02787253
v1
|
|
Optimal Transport for structured data with application on graphs
Titouan Vayer
,
Laetitia Chapel
,
Rémi Flamary
,
Romain Tavenard
,
Nicolas Courty
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.1-16
Communication dans un congrès
hal-02174322
v1
|
|
Optimal Transport for Multi-source Domain Adaptation under Target Shift
Ievgen Redko
,
Nicolas Courty
,
Rémi Flamary
,
Devis Tuia
22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Naha, Japan
Communication dans un congrès
hal-02082874
v1
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|
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation
Bharath Bhushan Damodaran
,
Benjamin Kellenberger
,
Remi Flamary
,
Devis Tuia
,
Nicolas Courty
Communication dans un congrès
hal-01956356
v1
|
|
Straylight analysis for the externally occulted Lyot solar coronagraph ASPIICS
C. Aime
,
Raphaël Rougeot
,
Damien Galano
,
Volker Kirschner
,
Camille Galy
et al.
Space Telescopes and Instrumentation 2018: Optical, Infrared, and Millimeter Wave, Jun 2018, Austin, United States. pp.99, ⟨10.1117/12.2313258⟩
Communication dans un congrès
hal-03451602
v1
|
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Learning Wasserstein Embeddings
Nicolas Courty
,
Rémi Flamary
,
Mélanie Ducoffe
ICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
Communication dans un congrès
hal-01956306
v1
|
|
Large-Scale Optimal Transport and Mapping Estimation
Vivien Seguy
,
Bharath Bhushan Damodaran
,
Remi Flamary
,
Nicolas Courty
,
Antoine Rolet
et al.
ICLR 2018 - International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-15
Communication dans un congrès
hal-01956354
v1
|
|
Joint distribution optimal transportation for domain adaptation
Nicolas Courty
,
Rémi Flamary
,
Amaury Habrard
,
Alain Rakotomamonjy
NIPS 2017, Dec 2017, Los Angeles, United States
Communication dans un congrès
hal-01620589
v1
|
|
Distributed Approach for Deblurring Large Images with Shift-Variant Blur
Rahul Mourya
,
André Ferrari
,
Rémi Flamary
,
Pascal Bianchi
,
Cédric Richard
Communication dans un congrès
hal-02365713
v1
|
|
Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters
Rita Ammanouil
,
André Ferrari
,
Remi Flamary
,
Chiara Ferrari
,
David Mary
Communication dans un congrès
hal-03435072
v1
|
|
Optimal Transport for Data Fusion in Remote Sensing
Nicolas Courty
,
Rémi Flamary
,
Devis Tuia
,
Thomas Corpetti
IGARSS, Jul 2016, Beijing, China
Communication dans un congrès
hal-01377234
v1
|
|
Optimal spectral transportation with application to music transcription
Rémi Flamary
,
Cédric Févotte
,
Nicolas Courty
,
Valentin Emiya
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Communication dans un congrès
hal-01377533
v1
|
|
Toward privacy-preserving diffusion strategies for adaptation and learning over networks
Ibrahim El Khalil Harrane
,
Rémi Flamary
,
Cédric Richard
Communication dans un congrès
hal-03633856
v1
|
|
Supervised Planetary Unmixing with Optimal Transport
Sina Nakhostin
,
Nicolas Courty
,
Rémi Flamary
,
Thomas Corpetti
WHISPERS 8th workshop on Hyperspectral image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States
Communication dans un congrès
hal-01377236
v1
|
|
Mapping Estimation for Discrete Optimal Transport
Michaël Perrot
,
Nicolas Courty
,
Rémi Flamary
,
Amaury Habrard
Neural Information Processing System, Dec 2016, Barcelone, Spain
Communication dans un congrès
hal-01376970
v1
|
|
Doubly compressed diffusion LMS over adaptive networks
Ibrahim El Khalil Harrane
,
Rémi Flamary
,
Cédric Richard
Communication dans un congrès
hal-03633804
v1
|
|
Multitemporal classification without new labels: A solution with optimal transport
Devis Tuia
,
Rémi Flamary
,
Alain Rakotomamonjy
,
Nicolas Courty
Communication dans un congrès
hal-01254329
v1
|
|
Importance sampling strategy for non-convex randomized block-coordinate descent
Rémi Flamary
,
Alain Rakotomamonjy
,
Gilles Gasso
IEEE INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383796⟩
Communication dans un congrès
hal-01336588
v1
|
|
Domain adaptation with regularized optimal transport
Nicolas Courty
,
Rémi Flamary
,
Devis Tuia
ECML/PKDD 2014, Sep 2014, Nancy, France. pp.1-16
Communication dans un congrès
hal-01018698
v1
|
|
Distributed image reconstruction for very large arrays in radio astronomy
André Ferrari
,
David Mary
,
Rémi Flamary
,
Cédric Richard
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014 IEEE 8th, Jun 2014, Coruna, Spain. ⟨10.1109/SAM.2014.6882424⟩
Communication dans un congrès
hal-01170722
v1
|
|
Large Scale Sparse Optimization for Object Detection in High Resolution Images
Aurélie Boisbunon
,
Rémi Flamary
,
Alain Rakotomamonjy
,
Alain Giros
,
Josiane Zerubia
MLSP - 24th IEEE Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France
Communication dans un congrès
hal-01066235
v1
|
|
A group-lasso active set strategy for multiclass hyperspectral image classification
Devis Tuia
,
Nicolas Courty
,
Rémi Flamary
Photogrammetric Computer Vision (PCV), Sep 2014, Zürich, Switzerland. pp.1--9
Communication dans un congrès
hal-01063450
v1
|
|
Active set strategy for high-dimensional non-convex sparse optimization problems
Aurélie Boisbunon
,
Rémi Flamary
,
Alain Rakotomamonjy
ICASSP - IEEE International Conference on Acoustics Speech and Signal Processing, May 2014, Florence, Italy
Communication dans un congrès
hal-01025585
v1
|
|
Optimal transport with Laplacian regularization
Rémi Flamary
,
Nicolas Courty
,
Alain Rakotomamonjy
,
Devis Tuia
NIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Communication dans un congrès
hal-01103076
v1
|
|
Computer-aided diagnostic system for prostate cancer detection and characterization combining learned dictionaries and supervised classification
J. Lehaire
,
R. Flamary
,
Olivier Rouviere
,
C. Lartizien
Communication dans un congrès
hal-01117669
v1
|
|
Optimal transport for Domain adaptation
Nicolas Courty
,
Rémi Flamary
,
Alain Rakotomamonjy
,
Devis Tuia
NIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Communication dans un congrès
hal-01103073
v1
|
|
SVM with feature selection and smooth prediction in images: Application to CAD of prostate cancer
E. Niaf
,
R. Flamary
,
A. Rakotomamonjy
,
O. Rouviere
,
C. Lartizien
Communication dans un congrès
hal-01117682
v1
|
|
Discovering relevant spatial filterbanks for VHR image classification
Devis Tuia
,
Michele Volpi
,
Mauro Dalla Mura
,
Remi Flamary
,
Rakotomamonjy Alain
21st International Conference on Pattern Recognition (ICPR 2012), Nov 2012, Tsukuba, Japan. pp.3212-3215
Communication dans un congrès
hal-00798589
v1
|
|
Selecting from an infinite set of features in SVM
Rémi Flamary
,
Florian Yger
,
Alain Rakotomamonjy
European Symposium on Artificial Neural Networks, Apr 2011, Bruges, Belgium
Communication dans un congrès
hal-00626168
v1
|
|
Handling uncertainties in SVM classification
Emilie Niaf
,
Rémi Flamary
,
Carole Lartizien
,
Stéphane Canu
IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France
Communication dans un congrès
hal-00582789
v2
|
|
Spoken WordCloud: Clustering Recurrent Patterns in Speech
Rémi Flamary
,
Xavier Anguera
,
Nuria Oliver
International Workshop on Content-Based Multimedia Indexing, Jun 2011, Madrid, Spain
Communication dans un congrès
hal-00582799
v1
|
|
Learning spatial filters for multispectral image segmentation.
Devis Tuia
,
Rémi Flamary
,
Gustavo Camps-Valls
,
Alain Rakotomamonjy
Machine Learning for Signal Processing, Aug 2010, Kittila, Finland. pp.1-6
Communication dans un congrès
hal-00528923
v1
|
|
Large margin filtering for signal sequence labeling
Rémi Flamary
,
Benjamin Labbé
,
Alain Rakotomamonjy
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 2010, Mar 2010, Dallas, United States. pp.1974 - 1977, ⟨10.1109/ICASSP.2010.5495281⟩
Communication dans un congrès
hal-00497300
v2
|
|
Filtrage vaste marge pour l'étiquetage séquentiel à noyaux de signaux
Rémi Flamary
,
Benjamin Labbé
,
Alain Rakotomamonjy
Conférence Francophone sur l'Apprentissage Automatique, May 2010, Clermont Ferrand, France. 12p
Communication dans un congrès
hal-00497296
v1
|
|
Variational Sequence Labeling
Rémi Flamary
,
Stephane Canu
,
Alain Rakotomamonjy
,
Rose Jean-Loïc
Communication dans un congrès
hal-00493553
v1
|
|
Sélection de variables pour l'apprentissage simultanée de tâches
Rémi Flamary
,
Alain Rakotomamonjy
,
Gilles Gasso
,
Stephane Canu
Confrénce D'Apprentissage (CAp), May 2009, Hammamet, France. pp.109-120
Communication dans un congrès
hal-00452332
v1
|