Francois-Xavier Vialard
15 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (7)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(7)
🔥
Unstoppable
(7)
💎
Century Club
(15)
🚀
Conference Pioneer
🗃️
Keyword Collector
(63)
Conferences
NIPS (6)
CVPR (3)
AISTATS (2)
COLT (1)
ICCV (1)
ICML (1)
MICCAI (1)
Top co-authors
Keywords
optimal transport
(6)
image registration
(5)
entropic regularization
(2)
deep learning
(2)
medical imaging
(2)
sinkhorn divergence
(2)
spatial transformation
(2)
unbalanced optimal transport
(2)
domain adaptation
(2)
neural network optimization
(2)
residual network
(2)
density estimation
(1)
bregman divergence
(1)
probability distribution
(1)
computational complexity
(1)
convex optimization
(1)
metric learning
(1)
mean field
(1)
diffeomorphic mapping
(1)
statistical estimation
(1)
Papers
CARL: A Framework for Equivariant Image Registration
CVPR 2025
uniGradICON: A Foundation Model for Medical Image Registration
MICCAI 2024
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm.
ICML 2023
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency
CVPR 2023
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe
AISTATS 2022
On global convergence of ResNets: From finite to infinite width using linear parameterization
NIPS 2022
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation
NIPS 2022
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation
NIPS 2021
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation
COLT 2021
ICON: Learning Regular Maps Through Inverse Consistency
ICCV 2021
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence
NIPS 2020
A shooting formulation of deep learning
NIPS 2020
Metric Learning for Image Registration
CVPR 2019
Region-specific Diffeomorphic Metric Mapping
NIPS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences
AISTATS 2019