Preventing manifold intrusion with locality: Local mixup R Baena, L Drumetz, V Gripon arXiv preprint arXiv:2201.04368, 2022 | 18 | 2022 |
Preserving fine-grain feature information in classification via entropic regularization R Baena, L Drumetz, V Gripon arXiv preprint arXiv:2208.03684, 2022 | 5 | 2022 |
A local mixup to prevent manifold intrusion R Baena, L Drumetz, V Gripon 2022 30th European Signal Processing Conference (EUSIPCO), 1372-1376, 2022 | 3 | 2022 |
Entropy based feature regularization to improve transferability of deep learning models R Baena, L Drumetz, V Gripon ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks R Baena, L Drumetz, V Gripon 2021 29th European Signal Processing Conference (EUSIPCO), 2021 | 1 | 2021 |
General Detection-based Text Line Recognition R Baena, S Kalleli, M Aubry arXiv preprint arXiv:2409.17095, 2024 | | 2024 |
Local Mixup: Interpolation of closest input signals to prevent manifold intrusion R Baena, L Drumetz, V Gripon Signal Processing 219, 109395, 2024 | | 2024 |
On Transfer in Classification: How Well do Subsets of Classes Generalize? R Baena, L Drumetz, V Gripon arXiv preprint arXiv:2403.03569, 2024 | | 2024 |
Beyond the training task in classification: looking at extension of the notion of generalization R Baena Ecole nationale supérieure Mines-Télécom Atlantique, 2023 | | 2023 |
Régularisation entropique des vecteurs de caractéristiques d'un réseau de neurones pour une meilleur transférabilité R Baena, L Drumetz, V Gripon GRETSI 2023, 2023 | | 2023 |
Un Mixup Local pour empêcher les intrusions de variétés R Baena, L Drumetz, V Gripon GRETSI 2022: 28ème colloque du Groupement de Recherche en Traitement du …, 2022 | | 2022 |