| 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. |   |