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Guillaume Renton
Guillaume Renton
ETIS - ENSEA, CY Cergy Université, CNRS
Verified email at etu.univ-rouen.fr
Title
Cited by
Cited by
Year
Analyzing the expressive power of graph neural networks in a spectral perspective
M Balcilar, G Renton, P Héroux, B Gaüzère, S Adam, P Honeine
International Conference on Learning Representations, 2021
1792021
Fully convolutional network with dilated convolutions for handwritten text line segmentation
G Renton, Y Soullard, C Chatelain, S Adam, C Kermorvant, T Paquet
International Journal on Document Analysis and Recognition (IJDAR) 21, 177-186, 2018
882018
Handwritten text line segmentation using fully convolutional network
G Renton, C Chatelain, S Adam, C Kermorvant, T Paquet
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
712017
Bridging the gap between spectral and spatial domains in graph neural networks
M Balcilar, G Renton, P Héroux, B Gauzere, S Adam, P Honeine
arXiv preprint arXiv:2003.11702, 2020
692020
Graph neural network for symbol detection on document images
G Renton, P Héroux, B Gaüzère, S Adam
2019 International conference on document analysis and recognition workshops …, 2019
192019
Symbols detection and classification using graph neural networks
G Renton, M Balcilar, P Héroux, B Gaüzère, P Honeine, S Adam
Pattern Recognition Letters 152, 391-397, 2021
92021
Spectral-designed depthwise separable graph neural networks
M Balcilar, G Renton, P Héroux, B Gaüzère, S Adam, P Honeine
Proceedings of Thirty-seventh International Conference on Machine Learning …, 2020
82020
When spectral domain meets spatial domain in graph neural networks
B Muhammet, R Guillaume, H Pierre, G Benoit, A Sébastien, P Honeine
Thirty-seventh International Conference on Machine Learning (ICML 2020 …, 2020
52020
A differentiable approximation for the Linear Sum Assignment Problem with Edition
L Brun, B Gaüzère, G Renton, S Bougleux, F Yger
2022 26th International Conference on Pattern Recognition (ICPR), 3822-3828, 2022
12022
Réseaux de neurones sur graphes: analyse et contributions
G Renton
Normandie, 2021
2021
Analyzing and improving graph neural networks
G Renton
Normandie Université, 2021
2021
Apprentissage profond pour l'approximation d'une distance d'édition entre graphes
G Renton, B Gaüzère, P Héroux, S Adam
Conférence sur l'Apprentissage Automatique, 2018
2018
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