Aurélie Pirayre

15
Documents

Publications

Publications

Image document

Network-Wide Traffic Volume Estimation from Speed Profiles using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention

Léo Hein , Giovanni de Nunzio , Giovanni Chierchia , Aurélie Pirayre , Laurent Najman
28th International Conference on Intelligent Transportation Systems, Institute of Electrical and Electronics Engineers Intelligent Transportation Systems Society, Nov 2025, Gold Coast, Australia. pp.826
Communication dans un congrès hal-05361809 v1
Image document

Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings

Surabhi Jagtap , Abdulkadir Çelikkanat , Aurélie Pirayre , Frederique Bidard , Laurent Duval et al.
EUSIPCO - 29th European Signal Processing Conference, Aug 2021, Dublin / Online, Ireland
Communication dans un congrès hal-03336884 v1
Image document

HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation

Aurélie Pirayre , Yuling Y. Zheng , Laurent Duval , Jean-Christophe Pesquet
2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩
Communication dans un congrès hal-01862840 v1
Image document

Suppression de ligne de base et débruitage de chromatogrammes par pénalisation asymétrique de positivité et dérivées parcimonieuses

Laurent Duval , Aurélie Pirayre , Xiaoran Ning , Ivan Selesnick
GRETSI : Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France
Communication dans un congrès hal-02077964 v1
Image document

A review on graph optimization and algorithmic frameworks

Alessandro Benfenati , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet , Aurélie Pirayre
[Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2018
Rapport (rapport de recherche) hal-01901499 v1