| Fhist: A benchmark for few-shot classification of histological images F Shakeri, M Boudiaf, S Mohammadi, I Sheth, M Havaei, IB Ayed, ... arXiv preprint arXiv:2206.00092, 2022 | 17 | 2022 |
| Transductive Zero-Shot and Few-Shot CLIP S Martin, Y Huang, F Shakeri, JC Pesquet, IB Ayed IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR) - Highlight, 2024 | 13 | 2024 |
| LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP Y Huang, F Shakeri, J Dolz, M Boudiaf, H Bahig, IB Ayed IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 10 | 2024 |
| Boosting Vision-Language Models for Histopathology Classification: Predict All at Once M Zanella, F Shakeri, Y Huang, H Bahig, IB Ayed Int. Workshop on Foundation Models for General Medical AI - Best Paper Award …, 2024 | 3 | 2024 |
| Few-shot adaptation of medical vision-language models F Shakeri, Y Huang, J Silva-Rodríguez, H Bahig, A Tang, J Dolz, ... Medical Image Computing and Computer Assisted Intervention (MICCAI …, 2024 | 1 | 2024 |
| Boosting Vision-Language Models for Histopathology Classification: Predict M Zanella, F Shakeri, Y Huang Foundation Models for General Medical AI: Second International Workshop …, 2025 | | 2025 |
| UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning L Zhou, F Shakeri, A Sadraoui, M Kaaniche, JC Pesquet, IB Ayed arXiv preprint arXiv:2412.16739, 2024 | | 2024 |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca