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Lucas Drumetz

IMT Atlantique - MEE, Lab-STICC\_OSE, ODYSSEY

Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach


Jan 16, 2023
Yassir Bendou, Lucas Drumetz, Vincent Gripon, Giulia Lioi, Bastien Pasdeloup

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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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Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities


Oct 28, 2022
Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon

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* Submitted to the 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023) 

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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices


Oct 17, 2022
Lucas Drumetz, Alexandre Reiffers-Masson, Naoufal El Bekri, Franck Vermet

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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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Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings


Sep 23, 2022
Aymane Abdali, Vincent Gripon, Lucas Drumetz, Bartosz Boguslawski

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Preserving Fine-Grain Feature Information in Classification via Entropic Regularization


Aug 07, 2022
Raphael Baena, Lucas Drumetz, Vincent Gripon

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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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Preventing Manifold Intrusion with Locality: Local Mixup


Jan 12, 2022
Raphael Baena, Lucas Drumetz, Vincent Gripon

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Sliced-Wasserstein Gradient Flows


Oct 21, 2021
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz

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