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Guillaume Renton
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 7
Top Topics
Neural Network
Text Line Segmentation
Sparse Approximation
Expressive Power
Top Venues
CoRR
GREC@ICDAR
WML@ICDAR
Int. J. Document Anal. Recognit.
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Publications
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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)