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Louise Guillon
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Hierarchical Hidden Markov Models
Weakly Supervised
Deep Learning
Generative Model
Top Venues
CoRR
MICCAI (1)
MLCN@MICCAI
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Publications
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Aymeric Gaudin
,
Louise Guillon
,
Clara Fischer
,
Arnaud Cachia
,
Denis Rivière
,
Jean-François Mangin
,
Joël Chavas
Optimizing contrastive learning for cortical folding pattern detection.
CoRR
(2024)
Louise Guillon
,
Joël Chavas
,
Audrey Bénézit
,
Marie-Laure Moutard
,
Denis Rivière
,
Jean-François Mangin
Identification of Rare Cortical Folding Patterns using Unsupervised Deep Learning.
CoRR
(2022)
Joël Chavas
,
Louise Guillon
,
Marco Pascucci
,
Benoit Dufumier
,
Denis Rivière
,
Jean-François Mangin
Unsupervised Representation Learning of Cingulate Cortical Folding Patterns.
MICCAI (1)
(2022)
Louise Guillon
,
Bastien Cagna
,
Benoit Dufumier
,
Joël Chavas
,
Denis Rivière
,
Jean-François Mangin
Detection of Abnormal Folding Patterns with Unsupervised Deep Generative Models.
MLCN@MICCAI
(2021)