Handwritten Text Line Segmentation Using Fully Convolutional Network. - Guillaume Renton; Clément Chatelain 001; Sébastien Adam; Christopher Kermorvant; Thierry Paquet (WML@ICDAR, 2017)

Fully convolutional network with dilated convolutions for handwritten text line segmentation. - Guillaume Renton; Yann Soullard; Clément Chatelain 001; Sébastien Adam; Christopher Kermorvant; Thierry Paquet (Int. J. Document Anal. Recognit., 2018)

Graph Neural Network for Symbol Detection on Document Images. - Guillaume Renton; Pierre Héroux; Benoit Gaüzère; Sébastien Adam (GREC@ICDAR, 2019)

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. - Muhammet Balcilar; Guillaume Renton; Pierre Héroux; Benoit Gaüzère; Sébastien Adam; Paul Honeine (CoRR, 2020)

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. - Muhammet Balcilar; Guillaume Renton; Pierre Héroux; Benoit Gaüzère; Sébastien Adam; Paul Honeine (ICLR, 2021)

Symbols Detection and Classification using Graph Neural Networks. - Guillaume Renton; Muhammet Balcilar; Pierre Héroux; Benoit Gaüzère; Paul Honeine; Sébastien Adam (Pattern Recognit. Lett., 2021)

Analyzing and improving graph neural networks. (Réseaux de neurones sur graphes: analyse et contributions). - Guillaume Renton (2021)

A differentiable approximation for the Linear Sum Assignment Problem with Edition. - Luc Brun; Benoit Gaüzère; Guillaume Renton; Sébastien Bougleux; Florian Yger (ICPR, 2022)

HybEA: Hybrid Attention Models for Entity Alignment. - Nikolaos Fanourakis; Fatia Lekbour; Vasilis Efthymiou; Guillaume Renton; Vassilis Christophides (CoRR, 2024)