Guillaume Renton

Fully convolutional network with dilated convolutions for handwritten text line segmentation

Guillaume Renton, Yann Soullard, Clément Chatelain et al. · International Journal on Document Analysis and Recognition (IJDAR) · 2018 · 88 citations

Convolutional Neural Network, Fully Convolutional Network, Image Analysis +6

Handwritten Text Line Segmentation Using Fully Convolutional Network

Guillaume Renton, Clément Chatelain, Sébastien Adam et al. · 2017 · 58 citations

Convolutional Neural Network, Machine Vision, Image Analysis +11

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2021 · 44 citations · Full text

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Spectral Theory, Geometric Learning, Graph Convolutions +19

Graph Neural Network for Symbol Detection on Document Images

Guillaume Renton, Pierre Héroux, Benoît Gaüzère et al. · 2019 · 14 citations

Engineering, Machine Learning, Structural Pattern Recognition +17