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Yassir Bendou
Yassir Bendou
PhD Student, IMT Atlantique
Adresse e-mail validée de imt-atlantique.fr
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EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients
Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon
arXiv preprint arXiv:2201.09699, 2022
63*2022
A statistical model for predicting generalization in few-shot classification
Y Bendou, V Gripon, B Pasdeloup, G Lioi, L Mauch, S Uhlich, F Cardinaux, ...
2023 31st European Signal Processing Conference (EUSIPCO), 1260-1264, 2023
12023
Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach
Y Bendou, L Drumetz, V Gripon, G Lioi, B Pasdeloup
arXiv preprint arXiv:2301.06372, 2023
1*2023
LLM meets Vision-Language Models for Zero-Shot One-Class Classification
Y Bendou, G Lioi, B Pasdeloup, L Mauch, GB Hacene, F Cardinaux, ...
arXiv preprint arXiv:2404.00675, 2024
2024
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
R Lafargue, Y Bendou, B Pasdeloup, JP Diguet, I Reid, V Gripon, ...
arXiv preprint arXiv:2401.15834, 2024
2024
Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning
Y Bendou, V Gripon, B Pasdeloup, G Lioi, L Mauch, F Cardinaux, ...
NeurIPS 2023 Workshop on Robustness of Few-shot and Zero-shot Learning in …, 2023
2023
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