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 | 179 | 2021 |

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 | 88 | 2018 |

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 | 71 | 2017 |

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 | 69 | 2020 |

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 | 19 | 2019 |

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 | 9 | 2021 |

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 | 8 | 2020 |

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 | 5 | 2020 |

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 | 1 | 2022 |

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 |