Josué Ruano, Martín Gómez, Eduardo Romero, & Antoine
Manzanera |
Leveraging
a realistic synthetic database to learn Shape-from-Shading
for estimating the colon depth in colonoscopy images.
Computerized Medical Imaging and Graphics. vol. 115.
2024. |
|
John Archila, Antoine Manzanera, & Fabio Martínez |
A
Riemannian multimodal representation to classify
parkinsonism-related patterns from noninvasive
observations of gait and eye movements. Biomedical
engineering letters. 15(1). 2024. pp.81--93. |
|
Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir,
Antoine Manzanera, & David Filliat |
InfraParis:
A multi-modal and multi-task autonomous driving dataset. IEEE/CVF
Winter Conference on Applications of Computer Vision (WACV
2024). Waikoloa, Hawaii. January 2024. |
|
Josué Ruano, Diego Bravo, Diana Giraldo, Martín Gómez, Fabio
A. González, Antoine Manzanera, & Eduardo Romero |
Estimating
Polyp Size From a Single Colonoscopy Image Using a
Shape-From-Shading Model. IEEE International
Symposium on Biomedical Imaging (ISBI). 2024,
pp.1-5. |
|
Mouin Ben Ammar, Nacim Belkhir, Sebastien Popescu, Antoine
Manzanera, & Gianni Franchi |
NECO:
Neural Collapse based Out-of-Distribution Detection.
The 12th International Conference on Learning
Representations (ICLR). Wien, May 2024. |
|
John Archila, Antoine Manzanera, & Fabio Martínez |
A
Mixed audio-video SPD network for online classification of
Parkinsonian speech patterns. 18th Ibero-American
Conference on Artificial Intelligence (IBERAMIA).
Montevideo, Uruguay. Nov. 2024. |
|
Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah,
Antoine Manzanera, Khaled Ben Khalifa, & Mohamed Hédi
Bédoui |
A
Novel Hybrid Grid Search and Tree Parzen Estimator for
Deep Learning Hyperparameters Optimization. 21th
International ACS/IEEE International Conference on
Computer Systems and Applications (AICCSA) Sousse,
Tunisia. Oct. 2024 |
|
Souhir Khessiba |
Stratégies
d’optimisation des hyper-paramètres de réseaux de neurones
appliqués aux signaux temporels biomédicaux.
Thèse en cotutelle - Université de Sousse & Institut
Polytechnique de Paris. 2024. |
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