| 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 Computer Vision and Pattern Recognition (CVPR), 2021 | 155 | 2021 |
| Laplacian regularized few-shot learning IM Ziko, J Dolz, E Granger, IB Ayed International Conference on Machine Learning (ICML), 2020 | 147 | 2020 |
| Transductive information maximization for few-shot learning M Boudiaf, ZI Masud, J Rony, J Dolz, P Piantanida, IB Ayed Neural Information Processing Systems (NeurIPS), 2020 | 143* | 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 (ECCV), 2020 | 133 | 2020 |
| Variational Fair Clustering IM Ziko, E Granger, J Yuan, IB Ayed AAAI Conference on Artificial Intelligence, 2021 | 42* | 2021 |
| Scalable laplacian k-modes IM Ziko, E Granger, IB Ayed Neural Information Processing Systems (NeurIPS), 2018 | 11 | 2018 |
| An enhanced decision based adaptive median filtering technique to remove Salt and Pepper noise in digital images MI Jubair, MM Rahman, S Ashfaqueuddin, IM Ziko International Conference on Computer and Information Technology (ICCIT), 2011 | 9 | 2011 |
| Design and creation of a multi-illuminant scene image dataset IM Ziko, S Beigpour, JY Hardeberg International Conference on Image and Signal Processing (ICISP), 2014 | 4 | 2014 |
| Mutual information-based generalized category discovery F Chiaroni, J Dolz, ZI Masud, A Mitiche, IB Ayed arXiv preprint arXiv:2212.00334, 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 | 2 | 2021 |
| Supervised spectral subspace clustering for visual dictionary creation in the context of image classification IM Ziko, E Fromont, D Muselet, M Sebban 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR), 356-360, 2015 | 2 | 2015 |
| Parametric information maximization for generalized category discovery F Chiaroni, J Dolz, ZI Masud, A Mitiche, I Ben Ayed Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
| 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 |
| Flexible and scalable models for clustering and few-shot learning IM Ziko École de technologie supérieure, 2020 | 1 | 2020 |
| MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning J Nicolas, F Chiaroni, I Ziko, O Ahmad, C Desrosiers, J Dolz arXiv preprint arXiv:2307.05707, 2023 | | 2023 |
| Task Adaptive Feature Transformation for One-Shot Learning IM Ziko, F Lecue, IB Ayed arXiv preprint arXiv:2304.06832, 2023 | | 2023 |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca
