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Zero-shot Classification using Hyperdimensional Computing

Published in arXiv (Cornell University) • Jan 30, 2024
Authors:
Samuele Ruffino
,
Geethan Karunaratne
,
Michael Hersche

Abstract

Classification based on Zero-shot Learning (ZSL) is the ability of a model to classify inputs into novel classes on which the model has not previously seen any training examples. Providing an auxiliary descriptor in the form of a set of attributes describing the new classes involved in the ZSL-based...

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