Frac-Vector: Better Category Representation

For this paper, we proposed the fractional category representation vector (FV) based on fractional calculus (FC), of which one-hot label is only the special case when the derivative order is 0. FV can be considered as a distributional representation when negative probability is considered. FVs can b...

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Bibliographic Details
Main Authors: Sunfu Tan, Yifei Pu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Fractal and Fractional
Subjects:
Online Access:https://www.mdpi.com/2504-3110/7/2/132