Cross-domain few-shot learning based on pseudo-Siamese neural network

Abstract Cross-domain few-shot learning is one of the research highlights in machine learning. The difficulty lies in the accuracy drop of cross-domain network learning on a single domain due to the differences between the domains. To alleviate the problem, according to the idea of contour cognition...

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Bibliographic Details
Main Authors: Yuxuan Gong, Yuqi Yue, Weidong Ji, Guohui Zhou
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-28588-y