Articles with public access mandates - Malik BoudiafLearn more
Available somewhere: 6
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
Mandates: Natural Sciences and Engineering Research Council of Canada
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
Mandates: US Department of Energy, Austrian Science Fund
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
Mandates: Natural Sciences and Engineering Research Council of Canada, European Commission
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
Mandates: Natural Sciences and Engineering Research Council of Canada, European Commission
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
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
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
Mandates: European Commission, Agence Nationale de la Recherche
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