フォロー
Yassir Bendou
Yassir Bendou
PhD Student, IMT Atlantique
確認したメール アドレス: imt-atlantique.fr
タイトル
引用先
引用先
Easy—ensemble augmented-shot-y-shaped learning: State-of-the-art few-shot classification with simple components
Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon
Journal of Imaging 8 (7), 179, 2022
902022
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
42023
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
3*2023
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
12024
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
Y Bendou, A Ouasfi, V Gripon, A Boukhayma
arXiv preprint arXiv:2501.11175, 2025
2025
FICUS: Few-shot image classification with unsupervised segmentation
J Lys, F Lin, C Béliveau, J Decaestecker, Y Bendou, A Abdali, ...
2024 32nd European Signal Processing Conference (EUSIPCO), 1791-1795, 2024
2024
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
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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