Improving the Performance of Open-Set Recognition with Generated Fake Data

Open-set recognition models, in addition to generalizing to unseen instances of known categories, have to identify samples of unknown classes during the training phase. The main reason the latter is much more complicated is that there is very little or no information about the properties of these un...

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Bibliographic Details
Main Authors: András Pál Halász, Nawar Al Hemeary, Lóránt Szabolcs Daubner, Tamás Zsedrovits, Kálmán Tornai
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/6/1311