Guillaume Renton

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Sparse Approximation

Text Line Segmentation

Expressive Power

Top Venues

Int. J. Document Anal. Recognit.

Publications

Nikolaos Fanourakis, Fatia Lekbour, Vasilis Efthymiou, Guillaume Renton, Vassilis Christophides
HybEA: Hybrid Attention Models for Entity Alignment. CoRR (2024)
Luc Brun, Benoit Gaüzère, Guillaume Renton, Sébastien Bougleux, Florian Yger
A differentiable approximation for the Linear Sum Assignment Problem with Edition. ICPR (2022)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. ICLR (2021)
Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam
Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. 152 (2021)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. CoRR (2020)
Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR (2019)
Guillaume Renton, Yann Soullard, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Fully convolutional network with dilated convolutions for handwritten text line segmentation. Int. J. Document Anal. Recognit. 21 (3) (2018)
Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Handwritten Text Line Segmentation Using Fully Convolutional Network. WML@ICDAR (2017)