Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification
Damodaran, Bharath Bhushan, Courty, Nicolas, Lefevre, Sebastien
Published in IEEE transactions on geoscience and remote sensing (01.04.2017)
Published in IEEE transactions on geoscience and remote sensing (01.04.2017)
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Journal Article
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data
Ackaouy, Antoine, Courty, Nicolas, Vallée, Emmanuel, Commowick, Olivier, Barillot, Christian, Galassi, Francesca
Published in Frontiers in computational neuroscience (09.03.2020)
Published in Frontiers in computational neuroscience (09.03.2020)
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Journal Article
Fused Gromov-Wasserstein Distance for Structured Objects
Vayer, Titouan, Chapel, Laetitia, Flamary, Remi, Tavenard, Romain, Courty, Nicolas
Published in Algorithms (01.09.2020)
Published in Algorithms (01.09.2020)
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Journal Article
Subspace Detours Meet Gromov–Wasserstein
Bonet, Clément, Vayer, Titouan, Courty, Nicolas, Septier, François, Drumetz, Lucas
Published in Algorithms (01.12.2021)
Published in Algorithms (01.12.2021)
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Journal Article
Optimal Transport for Domain Adaptation
Courty, Nicolas, Flamary, Remi, Tuia, Devis, Rakotomamonjy, Alain
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2017)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2017)
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Journal Article
Wasserstein discriminant analysis
Flamary, Rémi, Cuturi, Marco, Courty, Nicolas, Rakotomamonjy, Alain
Published in Machine learning (01.12.2018)
Published in Machine learning (01.12.2018)
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Journal Article
Non‐Euclidean Sliced Optimal Transport Sampling
Genest, Baptiste, Courty, Nicolas, Coeurjolly, David
Published in Computer graphics forum (01.05.2024)
Published in Computer graphics forum (01.05.2024)
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Journal Article
Multimodal Supervised Contrastive Learning in Remote Sensing Downstream Tasks
Berg, Paul, Uzun, Baki, Pham, Minh-Tan, Courty, Nicolas
Published in IEEE geoscience and remote sensing letters (01.01.2024)
Published in IEEE geoscience and remote sensing letters (01.01.2024)
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Journal Article
Learning to Generate Wasserstein Barycenters
Lacombe, Julien, Digne, Julie, Courty, Nicolas, Bonneel, Nicolas
Published in Journal of mathematical imaging and vision (01.04.2023)
Published in Journal of mathematical imaging and vision (01.04.2023)
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Journal Article
Optimal transport for conditional domain matching and label shift
Rakotomamonjy, A., Flamary, R., Gasso, G., Alaya, M. El, Berar, M., Courty, N.
Published in Machine learning (01.05.2022)
Published in Machine learning (01.05.2022)
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Journal Article