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François-Xavier Vialard
François-Xavier Vialard
Professor, Université Gustave Eiffel
Adresse e-mail validée de u-pem.fr - Page d'accueil
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Interpolating between optimal transport and mmd using sinkhorn divergences
J Feydy, T Séjourné, FX Vialard, S Amari, A Trouvé, G Peyré
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
6332019
Scaling algorithms for unbalanced optimal transport problems
L Chizat, G Peyré, B Schmitzer, FX Vialard
Mathematics of Computation 87 (314), 2563-2609, 2018
3922018
Unbalanced optimal transport: Dynamic and Kantorovich formulations
L Chizat, G Peyré, B Schmitzer, FX Vialard
Journal of Functional Analysis 274 (11), 3090-3123, 2018
341*2018
An interpolating distance between optimal transport and Fisher–Rao metrics
L Chizat, G Peyré, B Schmitzer, FX Vialard
Foundations of Computational Mathematics 18, 1-44, 2018
2692018
Diffeomorphic 3D image registration via geodesic shooting using an efficient adjoint calculation
FX Vialard, L Risser, D Rueckert, CJ Cotter
International Journal of Computer Vision 97, 229-241, 2012
2362012
Faster Wasserstein distance estimation with the Sinkhorn divergence
L Chizat, P Roussillon, F Léger, FX Vialard, G Peyré
Advances in Neural Information Processing Systems 33, 2257-2269, 2020
1912020
Geodesic regression for image time-series
M Niethammer, Y Huang, FX Vialard
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
1782011
Simultaneous multi-scale registration using large deformation diffeomorphic metric mapping
L Risser, FX Vialard, R Wolz, M Murgasova, DD Holm, D Rueckert
IEEE transactions on medical imaging 30 (10), 1746-1759, 2011
1262011
Scaling algorithms for unbalanced transport problems
L Chizat, G Peyré, B Schmitzer, FX Vialard
arXiv preprint arXiv:1607.05816, 2016
1252016
Optimal transport for diffeomorphic registration
J Feydy, B Charlier, FX Vialard, G Peyré
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
1182017
Shape splines and stochastic shape evolutions: A second order point of view
A Trouvé, FX Vialard
Quarterly of Applied Mathematics, 219-251, 2012
1172012
Metric learning for image registration
M Niethammer, R Kwitt, FX Vialard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1082019
Piecewise-diffeomorphic image registration: Application to the motion estimation between 3D CT lung images with sliding conditions
L Risser, FX Vialard, HY Baluwala, JA Schnabel
Medical image analysis 17 (2), 182-193, 2013
1062013
Invariant higher-order variational problems
F Gay-Balmaz, DD Holm, DM Meier, TS Ratiu, FX Vialard
Communications in Mathematical Physics 309, 413-458, 2012
1032012
The unbalanced gromov wasserstein distance: Conic formulation and relaxation
T Séjourné, FX Vialard, G Peyré
Advances in Neural Information Processing Systems 34, 8766-8779, 2021
812021
Sinkhorn divergences for unbalanced optimal transport
T Séjourné, J Feydy, FX Vialard, A Trouvé, G Peyré
arXiv preprint arXiv:1910.12958, 2019
762019
Nonlinear model reduction on metric spaces. Application to one-dimensional conservative PDEs in Wasserstein spaces
V Ehrlacher, D Lombardi, O Mula, FX Vialard
ESAIM: Mathematical Modelling and Numerical Analysis 54 (6), 2159-2197, 2020
752020
On completeness of groups of diffeomorphisms
M Bruveris, FX Vialard
Journal of the European Mathematical Society 19 (5), 1507-1544, 2017
672017
Region-specific diffeomorphic metric mapping
Z Shen, FX Vialard, M Niethammer
Advances in Neural Information Processing Systems 32, 2019
592019
Unbalanced optimal transport, from theory to numerics
T Séjourné, G Peyré, FX Vialard
Handbook of Numerical Analysis 24, 407-471, 2023
552023
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