Construction of bayesian deformable models via a stochastic approximation algorithm: a convergence study, Bernoulli, vol.16, issue.3, pp.641-678, 2010. ,
Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.9271-9280, 2018. ,
Prediction of the progression of subcortical brain structures in alzheimers disease from baseline, Graphs in Biomedical Image Analysis, pp.101-113, 2017. ,
An efficient kernel product for automatic differentiation libraries, 2017. ,
The varifold representation of nonoriented shapes for diffeomorphic registration, SIAM Journal on Imaging Sciences, vol.6, issue.4, pp.2547-2580, 2013. ,
Convergence of a stochastic approximation version of the em algorithm, Annals of statistics, pp.94-128, 1999. ,
Morphometry of anatomical shape complexes with dense deformations and sparse parameters, NeuroImage, vol.101, pp.35-49, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01015771
Geodesic regression of image and shape data for improved modeling of 4D trajectories, ISBI 201411th International Symposium on Biomedical Imaging, pp.385-388, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01108243
Geodesic regression on riemannian manifolds, Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy-Geometrical and Statistical Methods for Modelling Biological Shape Variability, pp.75-86, 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00623920
A Bayesian Framework for Joint Morphometry of Surface and Curve meshes in Multi-Object Complexes, Medical Image Analysis, vol.35, pp.458-474, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01359423
Computational anatomy in theano, Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, pp.164-176, 2017. ,
On the limited memory bfgs method for large scale optimization, Mathematical programming, vol.45, issue.1-3, pp.503-528, 1989. ,
Parallel transport in shape analysis: a scalable numerical scheme, International Conference on Geometric Science of Information, pp.29-37, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01565478
A fanning scheme for the parallell transport along geodesics on riemannian manifolds, 2017. ,
Geodesic shooting for computational anatomy, Journal of mathematical imaging and vision, vol.24, issue.2, pp.209-228, 2006. ,
Pytorch: Tensors and dynamic neural networks in python with strong gpu acceleration, 2017. ,
On growth and form. On growth and form, 1942. ,
Surface matching via currents, Biennial International Conference on Information Processing in Medical Imaging, pp.381-392, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00263652
Shapes and diffeomorphisms, vol.171, 2010. ,
Bayesian estimation of regularization and atlas building in diffeomorphic image registration, IPMI, vol.23, pp.37-48, 2013. ,