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3IA Côte d'Azur – Interdisciplinary Institute for Artificial Intelligence publications

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Dernières publications

Sara Sedlar, Abib Alimi, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier. A spherical convolutional neural network for white matter structure imaging via dMRI. MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg / Virtual, France. ⟨hal-03307031⟩
Jaume Banus, Marco Lorenzi, Oscar Camara, Maxime Sermesant. Biophysics-based statistical learning: Application to heart and brain interactions. Medical Image Analysis, Elsevier, 2021, 72, ⟨10.1016/j.media.2021.102089⟩. ⟨hal-03231513⟩
Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec. Parallel Transport on Kendall Shape Spaces. GSI 2021 - 5th conference on Geometric Science of Information, Jul 2021, Paris, France. pp.103-110, ⟨10.1007/978-3-030-80209-7_12⟩. ⟨hal-03160677⟩
Yann Thanwerdas, Xavier Pennec. Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI 2021 - 5th conference on Geometric Science of Information, Jul 2021, Paris, France. pp.93-102, ⟨10.1007/978-3-030-80209-7_11⟩. ⟨hal-03157992v3⟩
Nicolas Guigui, Xavier Pennec. A reduced parallel transport equation on Lie Groups with a left-invariant metric. GSI 2021 - 5th conference on Geometric Science of Information, Jul 2021, Paris, France. pp.119-126, ⟨10.1007/978-3-030-80209-7_14⟩. ⟨hal-03154318v2⟩
Vincent Vadez, François Brunetti, Pierre Alliez. Geometric Model Reduction Driven by Numerical Simulation Accuracy. ICES 2021 - International Conference on Environmental Systems, Jul 2021, Lisbon, Portugal. ⟨hal-03278653⟩
Luigi Antelmi. Statistical Learning on Heterogeneous Medical Data with Bayesian Latent Variable Models: Application to Neuroimaging Dementia Studies. Statistics [math.ST]. INRIA Sophia Antipolis - Méditerranée; Université Côte d'Azur, 2021. English. ⟨tel-03289782⟩
K. Dia, V. Coli, L. Blanc-Féraud, J. Leblond, L. Gomart, et al.. Applications of Learning Methods to Imaging Issues in Archaeology, Regarding Ancient Ceramic Manufacturing. 2nd International Conference on Deep Learning Theory and Applications, Jul 2021, Online Streaming, France. pp.109-116, ⟨10.5220/0010519101090116⟩. ⟨hal-03300414⟩
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty. Online Graph Dictionary Learning. 2021. ⟨hal-03140349v2⟩
Mehdi Bahri, Gaétan Bahl, Stefanos Zafeiriou. Binary Graph Neural Networks. CVPR 2021 - IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Jun 2021, Nashville / Virtual, United States. ⟨hal-03184720⟩

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3IA Côte d'Azur
HAL Université Côte d'Azur