| Low-rank few-shot adaptation of vision-language models M Zanella, I Ben Ayed Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 116 | 2024 |
| On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? M Zanella, I Ben Ayed Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 63 | 2024 |
| Boosting vision-language models with transduction M Zanella, B Gérin, I Ayed Advances in Neural Information Processing Systems 37, 62223-62256, 2024 | 21 | 2024 |
| Enhancing remote sensing vision-language models for zero-shot scene classification K El Khoury, M Zanella, B Gérin, T Godelaine, B Macq, S Mahmoudi, ... ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | 12 | 2025 |
| Mixture domain adaptation to improve semantic segmentation in real-world surveillance S Piérard, A Cioppa, A Halin, R Vandeghen, M Zanella, B Macq, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 11 | 2023 |
| Boosting vision-language models for histopathology classification: Predict all at once M Zanella, F Shakeri, Y Huang, H Bahig, IB Ayed International Workshop on Foundation Models for General Medical AI, 153-162, 2024 | 9 | 2024 |
| Realistic test-time adaptation of vision-language models M Zanella, C Fuchs, C De Vleeschouwer, I Ben Ayed Proceedings of the Computer Vision and Pattern Recognition Conference, 25103 …, 2025 | 8 | 2025 |
| Exploring viability of test-time training: Application to 3D segmentation in multiple sclerosis B Gérin, M Zanella, M Wynen, S Mahmoudi, B Macq, C De Vleeschouwer 2024 IEEE Conference on Artificial Intelligence (CAI), 557-562, 2024 | 5 | 2024 |
| Online Gaussian Test-Time Adaptation of Vision-Language Models. C Fuchs, M Zanella, C De Vleeschouwer Proceedings of the Computer Vision and Pattern Recognition Conference, 128-137, 2025 | 4 | 2025 |
| Exploring Foundation Models Fine-Tuning for Cytology Classification M Dausort, T Godelaine, M Zanella, K El Khoury, I Salmon, B Macq 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 1-5, 2025 | 1 | 2025 |
| Vocabulary-free few-shot learning for Vision-Language Models M Zanella, C Fuchs, I Ben Ayed, C De Vleeschouwer Proceedings of the Computer Vision and Pattern Recognition Conference, 149-158, 2025 | 1 | 2025 |
| Physically interpretable probabilistic domain characterization A Halin, S Piérard, R Vandeghen, B Gérin, M Zanella, M Colot, J Held, ... Proceedings of the Asian Conference on Computer Vision, 15-33, 2024 | 1 | 2024 |
| Leveraging Prediction Entropy for Automatic Prompt Weighting in Zero-Shot Audio-Language Classification KE Khoury, M Zanella, T Godelaine, C De Vleeschouwer, B Macq arXiv preprint arXiv:2601.05011, 2026 | | 2026 |
| Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models KE Khoury, M Zanella, C De Vleeschouwer, B Macq arXiv preprint arXiv:2510.07135, 2025 | | 2025 |
| Test-time adaptation of medical vision-language models F Shakeri, G Baklouti, J Silva-Rodríguez, M Zanella, H Bahig, J Dolz, ... International Workshop on Foundation Models for General Medical AI, 181-191, 2025 | | 2025 |
| Language-Aware Information Maximization for Transductive Few-Shot CLIP G Baklouti, M Zanella, IB Ayed arXiv preprint arXiv:2509.00305, 2025 | | 2025 |
| Pushing AI out of the lab with on-the-fly mixture domain adaptation S Pierard, A Cioppa, A Halin, R Vandeghen, M Van Droogenbroeck The European AI week, 2023 | | 2023 |
| Deep Learning in mammography M Zanella, B Macq | | |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca
