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SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities


May 23, 2023
Hugues Van Assel, Titouan Vayer, RĂ©mi Flamary, Nicolas Courty

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SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation


Apr 06, 2023
Bjoern Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet, Nicolas Courty

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* Project repository: github.com/valeoai/SALUDA 

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Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals


Mar 10, 2023
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty

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Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections


Nov 18, 2022
Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty

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Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows


Sep 29, 2022
Guillaume Morel, Lucas Drumetz, Nicolas Courty, François Rousseau, Simon Benaichouche

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Aligning individual brains with Fused Unbalanced Gromov-Wasserstein


Jun 19, 2022
Alexis Thual, Huy Tran, Tatiana Zemskova, Nicolas Courty, RĂ©mi Flamary, Stanislas Dehaene, Bertrand Thirion

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Spherical Sliced-Wasserstein


Jun 17, 2022
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham

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Unbalanced CO-Optimal Transport


May 31, 2022
Quang Huy Tran, Hicham Janati, Nicolas Courty, RĂ©mi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh

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Template based Graph Neural Network with Optimal Transport Distances


May 31, 2022
CĂ©dric Vincent-Cuaz, RĂ©mi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty

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* Preprint under review 

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Metric Learning-enhanced Optimal Transport for Biochemical Regression Domain Adaptation


Feb 16, 2022
Fang Wu, Nicolas Courty, Zhang Qiang, jiyu Cui, Ziqing Li

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