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Author search results
Exact matches
- Francois Vialard
Airbus, Toulouse
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- François-Xavier Vialard
Paris Dauphine University, CEREMADE
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Publication search results
found 60 matches
- 2024
- Bernd Sturmfels, Simon Telen, François-Xavier Vialard, Max von Renesse:
Toric geometry of entropic regularization. J. Symb. Comput. 120: 102221 (2024) - Adrien Vacher, Boris Muzellec, Francis R. Bach, François-Xavier Vialard, Alessandro Rudi:
Optimal Estimation of Smooth Transport Maps with Kernel SoS. SIAM J. Math. Data Sci. 6(2): 311-342 (2024) - Lin Tian, Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Raúl San José Estépar, Sylvain Bouix, Richard J. Rushmore, Marc Niethammer:
uniGradICON: A Foundation Model for Medical Image Registration. MICCAI (2) 2024: 749-760 - Basar Demir, Lin Tian, Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Raúl San José Estépar, Sylvain Bouix, Richard J. Rushmore, Ebrahim Ebrahim, Marc Niethammer:
MultiGradICON: A Foundation Model for Multimodal Medical Image Registration. WBIR 2024: 3-18 - Lin Tian, Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Raúl San José Estépar, Sylvain Bouix, Richard J. Rushmore, Marc Niethammer:
uniGradICON: A Foundation Model for Medical Image Registration. CoRR abs/2403.05780 (2024) - Raphaël Barboni, Gabriel Peyré, François-Xavier Vialard:
Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport. CoRR abs/2403.12887 (2024) - Thomas Hastings Greer, Lin Tian, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer:
CARL: A Framework for Equivariant Image Registration. CoRR abs/2405.16738 (2024) - Basar Demir, Lin Tian, Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Raúl San José Estépar, Sylvain Bouix, Richard Jarrett Rushmore, Ebrahim Ebrahim, Marc Niethammer:
multiGradICON: A Foundation Model for Multimodal Medical Image Registration. CoRR abs/2408.00221 (2024) - 2023
- Lin Tian, Thomas Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Richard Jarrett Rushmore, Nikolaos Makris, Sylvain Bouix, Marc Niethammer:
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency. CVPR 2023: 18084-18094 - Adrien Vacher, François-Xavier Vialard:
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023: 34734-34758 - Thomas Hastings Greer, Lin Tian, François-Xavier Vialard, Roland Kwitt, Sylvain Bouix, Raúl San José Estépar, Richard J. Rushmore, Marc Niethammer:
Inverse Consistency by Construction for Multistep Deep Registration. MICCAI (10) 2023: 688-698 - Thomas Hastings Greer, Lin Tian, François-Xavier Vialard, Roland Kwitt, Sylvain Bouix, Raúl San José Estépar, Richard Jarrett Rushmore, Marc Niethammer:
Inverse Consistency by Construction for Multistep Deep Registration. CoRR abs/2305.00087 (2023) - 2022
- Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré:
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe. AISTATS 2022: 4995-5021 - Raphaël Barboni, Gabriel Peyré, François-Xavier Vialard:
On global convergence of ResNets: From finite to infinite width using linear parameterization. NeurIPS 2022 - Adrien Vacher, François-Xavier Vialard:
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation. NeurIPS 2022 - Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré:
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe. CoRR abs/2201.00730 (2022) - Bernd Sturmfels, Simon Telen, François-Xavier Vialard, Max von Renesse:
Toric Geometry of Entropic Regularization. CoRR abs/2202.01571 (2022) - Lin Tian, Thomas Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar
, Marc Niethammer:
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency. CoRR abs/2206.05897 (2022) - Thibault Séjourné, Gabriel Peyré, François-Xavier Vialard:
Unbalanced Optimal Transport, from Theory to Numerics. CoRR abs/2211.08775 (2022) - 2021
- Adrien Vacher, Boris Muzellec, Alessandro Rudi, Francis R. Bach, François-Xavier Vialard:
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation. COLT 2021: 4143-4173 - Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Marc Niethammer:
ICON: Learning Regular Maps Through Inverse Consistency. ICCV 2021: 3376-3385 - Nemesio J. Rodríguez-Fernández, Eric Anterrieu, François Cabot, Jacqueline Boutin, Ghislain Picard, Thierry Pellarin, Olivier Merlin, Jérôme Vialard, Frédéric Vivier, Josiane Costeraste, Baptiste Palacin, Raquel Rodriguez-Suquet, Louise Yu, Thierry Amiot, Ali Khazaal, Thibaut Decoopman, Nicolas Jeannin, Laurent Costes, Romain Caujolle, Maria José Escorihuela, Ahmad Al Bitar, Philippe Richaume, Arnaud Mialon, Christophe Suere, Yann H. Kerr:
A Follow-Up for the Soil Moisture and Ocean Salinity Mission. IGARSS 2021: 7831-7834 - Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré:
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation. NeurIPS 2021: 8766-8779 - Thomas Hastings Greer, Roland Kwitt, François-Xavier Vialard, Marc Niethammer:
ICON: Learning Regular Maps Through Inverse Consistency. CoRR abs/2105.04459 (2021) - Boris Muzellec, Adrien Vacher, Francis R. Bach, François-Xavier Vialard, Alessandro Rudi:
Near-optimal estimation of smooth transport maps with kernel sums-of-squares. CoRR abs/2112.01907 (2021) - Raphaël Barboni, Gabriel Peyré, François-Xavier Vialard:
Global convergence of ResNets: From finite to infinite width using linear parameterization. CoRR abs/2112.05531 (2021) - 2020
- Nemesio J. Rodríguez-Fernández, Eric Anterrieu, François Cabot, Jacqueline Boutin, Ghislain Picard, Thierry Pellarin, Olivier Merlin, Jérôme Vialard, Frédéric Vivier, Josiane Costeraste, Baptiste Palacin, Raquel Rodriguez-Suquet, Thierry Amiot, Ali Khaazal, Bernard Rougé, Jean-Michel Morel, Miguel Colom, Thibaut Decoopman, Nicolas Jeannin, Romain Caujolle, Maria José Escorihuela, Ahmad Al Bitar, Philippe Richaume, Arnaud Mialon, Christophe Suere, Yann H. Kerr:
A New L-Band Passive Radiometer For Earth Observation: SMOS-High Resolution (SMOS-HR). IGARSS 2020: 5978-5981 - Lénaïc Chizat, Pierre Roussillon, Flavien Léger, François-Xavier Vialard, Gabriel Peyré:
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence. NeurIPS 2020 - François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer:
A shooting formulation of deep learning. NeurIPS 2020 - François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer:
A Shooting Formulation of Deep Learning. CoRR abs/2006.10330 (2020)
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