Towards practical unsupervised anomaly detection on retinal images K Ouardini, H Yang, B Unnikrishnan, M Romain, C Garcin, H Zenati, ... Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019 | 45 | 2019 |
Pl@ ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution C Garcin, A Joly, P Bonnet, JC Lombardo, A Affouard, M Chouet, ... NeurIPS 2021-35th Conference on Neural Information Processing Systems, 2021 | 43 | 2021 |
Stochastic smoothing of the top-k calibrated hinge loss for deep imbalanced classification C Garcin, M Servajean, A Joly, J Salmon International Conference on Machine Learning, 7208-7222, 2022 | 13 | 2022 |
Loss functions for set-valued classification C Garcin Université de Montpellier, 2023 | 2 | 2023 |
A two-head loss function for deep Average-K classification C Garcin, M Servajean, A Joly, J Salmon arXiv preprint arXiv:2303.18118, 2023 | 2 | 2023 |