document électronique

Enhancing deep learning based classifiers using out of distribution data detection

Abdelghani Halimi, Auteur ; Ahmed Hadjadj, Auteur ; Sid-Ahmed Berrani, Directeur de thèse | [S.l.] : [s.n.] | 2022

In this work, three out-of distribution detection methods are implemented, evaluated and compared on several common benchmarks (different natural image datasets), as well as on the ImageNet-O dataset, a novel dataset that has been created to aid[...]

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