| Few-shot segmentation without meta-learning: A good transductive inference is all you need? M Boudiaf, H Kervadec, ZI Masud, P Piantanida, I Ben Ayed, J Dolz Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 226 | 2021 |
| Information maximization for few-shot learning M Boudiaf, I Ziko, J Rony, J Dolz, P Piantanida, I Ben Ayed Advances in Neural Information Processing Systems 33, 2445-2457, 2020 | 217 | 2020 |
| A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses M Boudiaf, J Rony, IM Ziko, E Granger, M Pedersoli, P Piantanida, ... European conference on computer vision, 548-564, 2020 | 209 | 2020 |
| Parameter-free online test-time adaptation M Boudiaf, R Mueller, I Ben Ayed, L Bertinetto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 167 | 2022 |
| Saullm-7b: A pioneering large language model for law P Colombo, TP Pires, M Boudiaf, D Culver, R Melo, C Corro, AFT Martins, ... arXiv preprint arXiv:2403.03883, 2024 | 57 | 2024 |
| A differential entropy estimator for training neural networks G Pichler, PJA Colombo, M Boudiaf, G Koliander, P Piantanida International Conference on Machine Learning, 17691-17715, 2022 | 52 | 2022 |
| Realistic evaluation of transductive few-shot learning O Veilleux, M Boudiaf, P Piantanida, I Ben Ayed Advances in Neural Information Processing Systems 34, 9290-9302, 2021 | 48 | 2021 |
| Adversarial robustness via fisher-rao regularization M Picot, F Messina, M Boudiaf, F Labeau, IB Ayed, P Piantanida IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 2698-2710, 2022 | 32 | 2022 |
| A strong baseline for generalized few-shot semantic segmentation S Hajimiri, M Boudiaf, I Ben Ayed, J Dolz Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 29 | 2023 |
| 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 | 18 | 2022 |
| In search for a generalizable method for source free domain adaptation M Boudiaf, T Denton, B Van Merriënboer, V Dumoulin, E Triantafillou International Conference on Machine Learning, 2914-2931, 2023 | 17 | 2023 |
| Open-set likelihood maximization for few-shot learning M Boudiaf, E Bennequin, M Tami, A Toubhans, P Piantanida, C Hudelot, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
| Towards practical few-shot query sets: Transductive minimum description length inference S Martin, M Boudiaf, E Chouzenoux, JC Pesquet, I Ayed Advances in Neural Information Processing Systems 35, 34677-34688, 2022 | 11 | 2022 |
| Lp++: A surprisingly strong linear probe for few-shot clip Y Huang, F Shakeri, J Dolz, M Boudiaf, H Bahig, I Ben Ayed Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 10 | 2024 |
| Transductive learning for textual few-shot classification in API-based embedding models P Colombo, V Pellegrain, M Boudiaf, V Storchan, M Tami, IB Ayed, ... arXiv preprint arXiv:2310.13998, 2023 | 8 | 2023 |
| Bag of tricks for fully test-time adaptation S Mounsaveng, F Chiaroni, M Boudiaf, M Pedersoli, I Ben Ayed Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 5 | 2024 |
| Saullm-54b & saullm-141b: Scaling up domain adaptation for the legal domain P Colombo, T Pires, M Boudiaf, RFCP de Melo, G Hautreux, E Malaboeuf, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 4 | 2024 |
| Model-Agnostic Few-Shot Open-Set Recognition M Boudiaf, E Bennequin, M Tami, C Hudelot, A Toubhans, P Piantanida, ... arXiv preprint arXiv:2206.09236, 2022 | 3 | 2022 |
| Transductive few-shot learning: Clustering is all you need? IM Ziko, M Boudiaf, J Dolz, E Granger, IB Ayed arXiv preprint arXiv:2106.09516, 2021 | 3* | 2021 |
| Mutual-information based few-shot classification M Boudiaf, ZI Masud, J Rony, J Dolz, IB Ayed, P Piantanida arXiv preprint arXiv:2106.12252, 2021 | 1 | 2021 |
Ismail Ben AyedProfessor, ETS Montrealยืนยันอีเมลแล้วที่ etsmtl.ca