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Vivien Seguy
Vivien Seguy
PhD in Machine Learning, Kyoto University
Verified email at iip.ist.i.kyoto-u.ac.jp - Homepage
Title
Cited by
Cited by
Year
POT: Python Optimal Transport.
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
J. Mach. Learn. Res. 22 (78), 1-8, 2021
1622021
Large-Scale Optimal Transport and Mapping Estimation
V Seguy, BB Damodaran, R Flamary, N Courty, A Rolet, M Blondel
6th International Conference on Learning Representations, 2018
1532018
Smooth and sparse optimal transport
M Blondel, V Seguy, A Rolet
International conference on artificial intelligence and statistics, 880-889, 2018
1222018
Principal geodesic analysis for probability measures under the optimal transport metric
V Seguy, M Cuturi
Advances in Neural Information Processing Systems 28, 2015
862015
Geodesic PCA versus log-PCA of histograms in the Wasserstein space
E Cazelles, V Seguy, J Bigot, M Cuturi, N Papadakis
SIAM Journal on Scientific Computing 40 (2), B429-B456, 2018
48*2018
Fast flow-based algorithm for creating density-equalizing map projections
MT Gastner, V Seguy, P More
Proceedings of the National Academy of Sciences 115 (10), E2156-E2164, 2018
412018
An entropic optimal transport loss for learning deep neural networks under label noise in remote sensing images
BB Damodaran, R Flamary, V Seguy, N Courty
Computer Vision and Image Understanding 191, 102863, 2020
232020
Blind source separation with optimal transport non-negative matrix factorization
A Rolet, V Seguy, M Blondel, H Sawada
EURASIP Journal on Advances in Signal Processing 2018 (1), 1-16, 2018
152018
Fast optimal transport regularized projection and application to coefficient shrinkage and filtering
A Rolet, V Seguy
The Visual Computer 38 (2), 477-491, 2022
22022
Awesome Open Source Awesome Open Source
SO Twitter
International Journal of Corpus Linguistics 8 (2), 209-243, 2020
2020
Systems and methods for estimating time of flight for an acoustic wave
HP Valero, V Seguy
US Patent 10,401,523, 2019
2019
Measure Transport Approaches for Data Visualization and Learning
VPF SEGUY
Kyoto University, 2018
2018
PNAS PLUS
MT Gastner, V Seguy, P More
PNAS 115 (10), 2275-2281, 2018
2018
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Articles 1–13