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Benjamin Charlier
Benjamin Charlier
Adresă de e-mail confirmată pe umontpellier.fr - Pagina de pornire
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Kernel operations on the GPU, with autodiff, without memory overflows
B Charlier, J Feydy, JA Glaunes, FD Collin, G Durif
Journal of Machine Learning Research 22 (74), 1-6, 2021
1802021
Optimal transport for diffeomorphic registration
J Feydy, B Charlier, FX Vialard, G Peyré
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
1052017
A general framework for curve and surface comparison and registration with oriented varifolds
I Kaltenmark, B Charlier, N Charon
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
612017
The fshape framework for the variability analysis of functional shapes
B Charlier, N Charon, A Trouvé
Foundations of Computational Mathematics 17, 287-357, 2017
512017
AD Course Map charts Alzheimer’s disease progression
I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ...
Scientific Reports 11 (1), 8020, 2021
472021
On the consistency of Fréchet means in deformable models for curve and image analysis
J Bigot, B Charlier
462011
Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) framework
S Lee, N Charon, B Charlier, K Popuri, E Lebed, MV Sarunic, A Trouvé, ...
Medical image analysis 35, 570-581, 2017
412017
Riemannian geometry learning for disease progression modelling
M Louis, R Couronné, I Koval, B Charlier, S Durrleman
Information Processing in Medical Imaging: 26th International Conference …, 2019
402019
Fast geometric learning with symbolic matrices
J Feydy, A Glaunès, B Charlier, M Bronstein
Advances in Neural Information Processing Systems 33, 14448-14462, 2020
382020
Necessary and sufficient condition for the existence of a Fréchet mean on the circle
B Charlier
ESAIM: Probability and Statistics 17, 635-649, 2013
362013
Implicit differentiation for fast hyperparameter selection in non-smooth convex learning
Q Bertrand, Q Klopfenstein, M Massias, M Blondel, S Vaiter, A Gramfort, ...
Journal of Machine Learning Research 23 (149), 1-43, 2022
312022
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
T Moreau, M Massias, A Gramfort, P Ablin, PA Bannier, B Charlier, ...
Advances in Neural Information Processing Systems 35, 25404-25421, 2022
302022
Parallel transport in shape analysis: a scalable numerical scheme
M Louis, A Bône, B Charlier, S Durrleman, ...
Geometric Science of Information: Third International Conference, GSI 2017 …, 2017
282017
Fidelity metrics between curves and surfaces: currents, varifolds, and normal cycles
N Charon, B Charlier, J Glaunès, P Gori, P Roussillon
Riemannian geometric statistics in medical image analysis, 441-477, 2020
262020
A fanning scheme for the parallel transport along geodesics on Riemannian manifolds
M Louis, B Charlier, P Jusselin, S Pal, S Durrleman
SIAM Journal on Numerical Analysis 56 (4), 2563-2584, 2018
222018
Metamorphoses of functional shapes in Sobolev spaces
N Charon, B Charlier, A Trouvé
Foundations of Computational Mathematics 18, 1535-1596, 2018
182018
The matching problem between functional shapes via a BV penalty term: a -convergence result
B Charlier, G Nardi, A Trouvé
arXiv preprint arXiv:1503.07685, 2015
112015
Prediction of the progression of subcortical brain structures in Alzheimer’s disease from baseline
A Bône, M Louis, A Routier, J Samper, M Bacci, B Charlier, O Colliot, ...
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017
102017
Age and glaucoma-related characteristics in retinal nerve fiber layer and choroid: Localized morphometrics and visualization using functional shapes registration
S Lee, ML Heisler, K Popuri, N Charon, B Charlier, A Trouvé, ...
Frontiers in neuroscience 11, 381, 2017
92017
Geodesic discriminant analysis for manifold-valued data
M Louis, B Charlier, S Durrleman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
82018
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