Vivien Seguy

13 papers A 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Fast optimal transport regularized projection and application to coefficient shrinkage and filtering.
Vis. Comput.
Antoine Rolet, Vivien Seguy
2021 J jnl
POT: Python Optimal Transport.
J. Mach. Learn. Res.
Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer
2020 J jnl
An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images.
Comput. Vis. Image Underst.
Bharath Bhushan Damodaran, Rémi Flamary, Vivien Seguy, Nicolas Courty
2018 J jnl
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images.
CoRR
Bharath Bhushan Damodaran, Rémi Flamary, Vivien Seguy, Nicolas Courty
2018 J jnl
Blind Source Separation with Optimal Transport Non-negative Matrix Factorization.
CoRR
Antoine Rolet, Vivien Seguy, Mathieu Blondel, Hiroshi Sawada
2018 J jnl
Blind source separation with optimal transport non-negative matrix factorization.
EURASIP J. Adv. Signal Process.
Antoine Rolet, Vivien Seguy, Mathieu Blondel, Hiroshi Sawada
2018 J jnl
Fast flow-based algorithm for creating density-equalizing map projections.
CoRR
Michael T. Gastner, Vivien Seguy, Pratyush More
2018 J jnl
Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space.
SIAM J. Sci. Comput.
Elsa Cazelles, Vivien Seguy, Jérémie Bigot, Marco Cuturi, Nicolas Papadakis
2018 — conf
Large Scale Optimal Transport and Mapping Estimation.
ICLR (Poster)
Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary, Nicolas Courty, Antoine Rolet, Mathieu Blondel
2018 — —
Measure Transport Approaches for Data Visualization and Learning.
Vivien Seguy
2018 A conf
Smooth and Sparse Optimal Transport.
AISTATS
Mathieu Blondel, Vivien Seguy, Antoine Rolet
2017 J jnl
Smooth and Sparse Optimal Transport.
CoRR
Mathieu Blondel, Vivien Seguy, Antoine Rolet
2015 — conf
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric.
NIPS
Vivien Seguy, Marco Cuturi