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Maximilien Servajean

3
Documents

Publications

joseph-salmon
Image document

Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification

 Camille Garcin , Maximilien Servajean , Alexis Joly , Joseph Salmon
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.7208-7222
Communication dans un congrès hal-03828747v1
Image document

Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution

 Camille Garcin , Alexis Joly , Pierre Bonnet , Jean-Christophe Lombardo , Antoine Affouard
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩
Communication dans un congrès hal-03474556v2
Image document

A two-head loss function for deep Average-K classification

 Camille Garcin , Maximilien Servajean , Joseph Salmon , Alexis Joly
2023
Pré-publication, Document de travail hal-04204318v1