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Thomas Fréour
ORCID
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 8
Top Topics
Unsupervised Learning
Analytical Methods
Saliency Map
Deep Learning
Top Venues
CoRR
Pattern Recognit.
ICPRAI (1)
MICCAI (2)
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Publications
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Tristan Gomez
,
Thomas Fréour
,
Harold Mouchère
Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study.
CoRR
(2022)
Tristan Gomez
,
Thomas Fréour
,
Harold Mouchère
Comparison of Attention Models and Post-hoc Explanation Methods for Embryo Stage Identification: A Case Study.
ICPR Workshops (3)
(2022)
Tristan Gomez
,
Magalie Feyeux
,
Nicolas Normand
,
Laurent David
,
Perrine Paul-Gilloteaux
,
Thomas Fréour
,
Harold Mouchère
Towards deep learning-powered IVF: A large public benchmark for morphokinetic parameter prediction.
CoRR
(2022)
Tristan Gomez
,
Thomas Fréour
,
Harold Mouchère
Metrics for saliency map evaluation of deep learning explanation methods.
CoRR
(2022)
Tristan Gomez
,
Suiyi Ling
,
Thomas Fréour
,
Harold Mouchère
BR-NPA: A non-parametric high-resolution attention model to improve the interpretability of attention.
Pattern Recognit.
132 (2022)
Tristan Gomez
,
Thomas Fréour
,
Harold Mouchère
Metrics for Saliency Map Evaluation of Deep Learning Explanation Methods.
ICPRAI (1)
(2022)
Chloe He
,
Céline Jacques
,
Jérôme Chambost
,
Jonas Malmsten
,
Koen Wouters
,
Thomas Fréour
,
Nikica Zaninovic
,
Cristina Hickman
,
Francisco Vasconcelos
Super-Focus: Domain Adaptation for Embryo Imaging via Self-supervised Focal Plane Regression.
MICCAI (2)
(2022)
Tristan Gomez
,
Suiyi Ling
,
Thomas Fréour
,
Harold Mouchère
Improve the Interpretability of Attention: A Fast, Accurate, and Interpretable High-Resolution Attention Model.
CoRR
(2021)