Zero-shot Learning for Subdiscrimination in Pre-trained Models

Zero-shot Learning for Subdiscrimination in Pre-trained Models

In deep metric learning (DML) high-level input data are represented in a lower-level representation (embedding) space, such that samples from the same class are mapped close together, while samples from disparate classes are mapped further apart. In this lower-level representation, only a single inf...

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Bibliographic Details
Main Authors: Francisco Dominguez-Mateos, Vincent O’Brien, James Garland, Ryan Furlong, Daniel Palacios-Alonso
Format: Article
Language:English
Published: Graz University of Technology 2025-01-01
Series:Journal of Universal Computer Science
Subjects:
Machine learning
Unsupervised learning
Deep metr
Online Access:https://lib.jucs.org/article/120860/download/pdf/
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