Scholar
François-Xavier Vialard
Google Scholar ID: _BrmEz8AAAAJ
Professor, Université Gustave Eiffel
Optimal Transport
Diffeomorphic Matching
Calculus of Variations
Optimization
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Citations & Impact
All-time
Citations
3,797
H-index
28
i10-index
48
Publications
20
Co-authors
19
list available
Contact
Email
francois-xavier.vialard@univ-eiffel.fr
CV
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Publications
8 items
Gromov-Wasserstein at Scale, Beyond Squared Norms
2026
Cited
0
Sliced ReLU attention: Quasi-linear contextual expressivity via sorting
2025
Cited
0
Token Sample Complexity of Attention
2025
Cited
0
Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport
2025
Cited
0
Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
2025
Cited
0
multiGradICON: A Foundation Model for Multimodal Medical Image Registration
Workshop on Biomedical Image Registration · 2024
Cited
2
CARL: A Framework for Equivariant Image Registration
arXiv.org · 2024
Cited
0
Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport
Communications on Pure and Applied Mathematics · 2024
Cited
3
Resume (English only)
Background
Professor at Université Gustave Eiffel
Researcher at Laboratoire d’informatique Gaspard Monge (LIGM)
Research interests: Optimal transport; applications and numerics
Diffeomorphic flows; applications in machine learning and medical image registration
Calculus of variations and geometry; applications to shape spaces and fluid flows
Applied and computational mathematics
Co-authors
19 total
Gabriel Peyré
CNRS, DMA, Ecole Normale Supérieure
Laurent Risser
CNRS - Toulouse Mathematics Institute - ANITI
Marc Niethammer
Professor of Computer Science, UC San Diego
Lénaïc Chizat
EPFL
Daniel Rueckert
Technical University of Munich and Imperial College London
Co-author 6
Alain Trouvé
ENS Paris-Saclay
Roland Kwitt
Professor, Department of Artificial Intelligence and Human Interfaces, University of Salzburg
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