Rethinking class relations: Absolute-relative supervised and unsupervised few-shot learning

<p>The majority of existing few-shot learning methods describe image relations with binary labels. However, such binary relations are insufficient to teach the network complicated real-world relations, due to the lack of decision smoothness. Furthermore, current few-shot learning models captur...

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Bibliographic Details
Main Authors: Zhang, H, Koniusz, P, Jian, S, Li, H, Torr, PHS
Format: Conference item
Language:English
Published: IEEE 2021