Rémi Flamary

Most-cited papers

POT: Python Optimal Transport
Rémi Flamary, N. Courty, Alexandre Gramfort, Mokhtar Z. Alaya +14 more
2021Journal of machine learning research1,229 citations
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Joint distribution optimal transportation for domain adaptation
N. Courty, Rémi Flamary, Amaury Habrard, A. Rakotomamonjy
2017Neural Information Processing Systems700 citations
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DeepJDOT: Deep Joint distribution optimal transport for unsupervised domain adaptation
B. Damodaran, B. Kellenberger, Rémi Flamary, D. Tuia +1 more
2018European Conference on Computer Vision563 citations Open access
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Optimal Transport for structured data with application on graphs
Titouan Vayer, N. Courty, R. Tavenard, Laetitia Chapel +1 more
2018International Conference on Machine Learning393 citations
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Large Scale Optimal Transport and Mapping Estimation
Vivien Seguy, B. Damodaran, Rémi Flamary, N. Courty +2 more
2017International Conference on Learning Representations287 citations
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Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties
Titouan Vayer, Laetitia Chapel, Rémi Flamary, R. Tavenard +1 more
2018Algorithms219 citations Open access
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Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
Kilian Fatras, Thibault Séjourné, N. Courty, Rémi Flamary
2021International Conference on Machine Learning217 citations
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Optimal Transport for Multi-source Domain Adaptation under Target Shift
I. Redko, N. Courty, Rémi Flamary, D. Tuia
2018International Conference on Artificial Intelligence and Statistics174 citations
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Mapping Estimation for Discrete Optimal Transport
Michaël Perrot, N. Courty, Rémi Flamary, Amaury Habrard
2016Neural Information Processing Systems148 citations
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Sliced Gromov-Wasserstein
Titouan Vayer, Rémi Flamary, R. Tavenard, Laetitia Chapel +1 more
2019Neural Information Processing Systems137 citations
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Learning with minibatch Wasserstein : asymptotic and gradient properties
Kilian Fatras, Younes Zine, Rémi Flamary, R. Gribonval +1 more
2019International Conference on Artificial Intelligence and Statistics119 citations
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Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM
D. Tuia, M. Volpi, M. Mura, A. Rakotomamonjy +1 more
2014IEEE Transactions on Geoscience and Remote Sensing119 citations Open access
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The strong gravitational lens finding challenge
R. Metcalf, M. Meneghetti, C. Avestruz, F. Bellagamba +33 more
2018Astronomy & Astrophysics113 citations Open access
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Wasserstein discriminant analysis
Rémi Flamary, Marco Cuturi, N. Courty, A. Rakotomamonjy
2016Machine-mediated learning112 citations Open access
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Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions
D. Tuia, Rémi Flamary, N. Courty
2015arXiv.org104 citations Open access
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CO-Optimal Transport
I. Redko, Titouan Vayer, Rémi Flamary, N. Courty
2020Neural Information Processing Systems86 citations
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Minibatch optimal transport distances; analysis and applications
Kilian Fatras, Younes Zine, Szymon Majewski, Rémi Flamary +2 more
2021arXiv.org84 citations
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Learning Wasserstein Embeddings
N. Courty, Rémi Flamary, Mélanie Ducoffe
2017International Conference on Learning Representations74 citations
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Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
Laetitia Chapel, Rémi Flamary, Haoran Wu, C'edric F'evotte +1 more
2021Neural Information Processing Systems68 citations
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Online Graph Dictionary Learning
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli +1 more
2021International Conference on Machine Learning66 citations
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Aligning individual brains with fused unbalanced Gromov Wasserstein
A. Thual, Quang-Huy Tran, T. Zemskova, N. Courty +3 more
2022Neural Information Processing Systems62 citations
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An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images
B. Damodaran, Rémi Flamary, Vivien Seguy, N. Courty
2018Computer Vision and Image Understanding45 citations Open access
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Optimal spectral transportation with application to music transcription
Rémi Flamary, C. Févotte, N. Courty, Valentin Emiya
2016Neural Information Processing Systems44 citations
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport
R. Turrisi, Rémi Flamary, A. Rakotomamonjy, M. Pontil
2020Conference on Uncertainty in Artificial Intelligence42 citations
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DC Proximal Newton for Nonconvex Optimization Problems
A. Rakotomamonjy, Rémi Flamary, Gilles Gasso
2015IEEE Transactions on Neural Networks and Learning Systems42 citations Open access
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On Reducing the Communication Cost of the Diffusion LMS Algorithm
I. Harrane, Rémi Flamary, C. Richard
2017IEEE Transactions on Signal and Information Processing over Networks41 citations Open access
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Template based Graph Neural Network with Optimal Transport Distances
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer +1 more
2022Neural Information Processing Systems35 citations Open access
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Semi-relaxed Gromov Wasserstein divergence with applications on graphs
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer +1 more
2021arXiv.org35 citations
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Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
Luc Brogat-Motte, Rémi Flamary, Céline Brouard, Juho Rousu +1 more
2022International Conference on Machine Learning33 citations
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Optimal transport for conditional domain matching and label shift
A. Rakotomamonjy, Rémi Flamary, Gilles Gasso, M. El Alaya +2 more
2020Machine-mediated learning33 citations Open access
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Nonconvex Regularization in Remote Sensing
D. Tuia, Rémi Flamary, M. Barlaud
2016IEEE Transactions on Geoscience and Remote Sensing33 citations Open access
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Contextual Semantic Interpretability
Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary +2 more
2020Asian Conference on Computer Vision32 citations Open access
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Astronomical image reconstruction with convolutional neural networks
Rémi Flamary
2016European Signal Processing Conference31 citations Open access
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Wasserstein Adversarial Regularization for Learning With Label Noise
Kilian Fatras, Bharath Bhushan Damodaran, Sylvain Lobry, Rémi Flamary +2 more
2019IEEE Transactions on Pattern Analysis and Machine Intelligence29 citations Open access
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Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation
Rémi Flamary, Karim Lounici, A. Ferrari
2019arXiv.org27 citations
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Support vector machine classification of strong gravitational lenses
P. Hartley, Rémi Flamary, N. Jackson, A. Tagore +1 more
201725 citations Open access
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Unbalanced CO-Optimal Transport
Quang-Huy Tran, H. Janati, N. Courty, Rémi Flamary +3 more
2022AAAI Conference on Artificial Intelligence24 citations Open access
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Generalized conditional gradient: analysis of convergence and applications
A. Rakotomamonjy, Rémi Flamary, N. Courty
2015arXiv.org24 citations
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Generating Natural Adversarial Remote Sensing Images
Jean-Christophe Burnel, Kilian Fatras, Rémi Flamary, N. Courty
2020IEEE Transactions on Geoscience and Remote Sensing22 citations Open access
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Toward privacy-preserving diffusion strategies for adaptation and learning over networks
I. Harrane, Rémi Flamary, C. Richard
2016European Signal Processing Conference22 citations
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Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection
Dimitri Bouche, Rémi Flamary, Florence d'Alch'e-Buc, R. Plougonven +3 more
2022Renewable Energy20 citations Open access
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Semi-relaxed Gromov-Wasserstein divergence and applications on graphs
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer +1 more
2022International Conference on Learning Representations20 citations
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Time Series Alignment with Global Invariances
Titouan Vayer, Laetitia Chapel, N. Courty, Rémi Flamary +2 more
2020Trans. Mach. Learn. Res.20 citations
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Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection
Hugues van Assel, Cédric Vincent-Cuaz, N. Courty, Rémi Flamary +2 more
2024Trans. Mach. Learn. Res.18 citations
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French SKA White Book - The French Community towards the Square Kilometre Array
F. Acero, J. Acquaviva, R. Adam, N. Aghanim +174 more
201718 citations
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Optimal transport for data fusion in remote sensing
N. Courty, Rémi Flamary, D. Tuia, T. Corpetti
2016IEEE International Geoscience and Remote Sensing Symposium18 citations Open access
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Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series
Rémi Flamary, M. Fauvel, M. Mura, S. Valero
2015IEEE Geoscience and Remote Sensing Letters18 citations
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Performance of the hybrid externally occulted Lyot solar coronagraph - Application to ASPIICS
R. Rougeot, Rémi Flamary, D. Galano, C. Aime
201717 citations Open access
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Properties of Discrete Sliced Wasserstein Losses
Eloi Tanguy, Rémi Flamary, J. Delon
2023arXiv.org16 citations Open access
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SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities
N. Courty, Rémi Flamary, Hugues Van Assel, Titouan Vayer
2023Neural Information Processing Systems14 citations Open access
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