Adversarially Robust One-Class Novelty Detection

One-class novelty detectors are trained with examples of a particular class and are tasked with identifying whether a query example belongs to the same known class. Most recent advances adopt a deep auto-encoder style architecture to compute novelty scores for detecting novel class data. Deep networ...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 11. Apr., Seite 4167-4179
Auteur principal: Lo, Shao-Yuan (Auteur)
Autres auteurs: Oza, Poojan, Patel, Vishal M
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article