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Generalized Zero-Shot Learning for Image Classification—Comparing Performance of Popular Approaches

There are many areas where conventional supervised machine learning does not work well, for instance, in cases with a large, or systematically increasing, number of countably infinite classes. <i>Zero-shot learning</i> has been proposed to address this. In generalized settings, the zero-shot learnin...

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Wedi'i Gadw mewn:
Prif Awduron: Elie Saad, Marcin Paprzycki, Maria Ganzha, Amelia Bădică, Costin Bădică, Stefka Fidanova, Ivan Lirkov, Mirjana Ivanović
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2022-11-01
Cyfres:Information
Pynciau:
zero-shot learning
generalized zero-shot learning
meta-classifier
performance comparison
Mynediad Ar-lein:https://www.mdpi.com/2078-2489/13/12/561
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