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

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Dernières publications

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⟩
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. ⟨hal-03157992v3⟩
Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka. Polygonal Building Segmentation by Frame Field Learning. CVPR 2021 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2021, Pittsburg / Virtual, United States. ⟨hal-02548545v2⟩
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⟩
Jean-Daniel Boissonnat, Siargey Kachanovich, Mathijs Wintraecken. Tracing isomanifolds in $R^d$ in time polymonial in d using Coxeter-Freudenthal-Kuhn triangulations. SoCG 2021 - 37th Symposium on Computational Geometry, Jun 2021, Buffalo, United States. ⟨hal-03006663v3⟩
Carlos Simpson. Learning proofs for the classification of nilpotent semigroups. 2021. ⟨hal-03251094⟩
Yusuf Pilavci, Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay. Graph Tikhonov Regularization and Interpolation via Random Spanning Forests. 2021. ⟨hal-03012192v2⟩
Marianne Tardif, Enora Fremy, Anne-Marie Hesse, Thomas Burger, Yohann Couté, et al.. Statistical analysis of quantitative peptidomics and peptide-level proteomics data with Prostar. 2021. ⟨hal-03242797⟩
Yann Fraboni, Richard Vidal, Laetitia Kameni, Marco Lorenzi. Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning. 2021. ⟨hal-03232421⟩
Harald Bayerlein, Mirco Theile, Marco Caccamo, David Gesbert. Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning. IEEE Open Journal of the Communications Society, IEEE, 2021, Vol.2, pp.1171-1187. ⟨10.1109/OJCOMS.2021.3081996⟩. ⟨hal-03219148⟩

Voir aussi

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