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- research-articleDecember 2022
Global and local representation collaborative learning for few-shot learning
Journal of Intelligent Manufacturing (SPJIM), Volume 35, Issue 2Pages 647–664https://doi.org/10.1007/s10845-022-02066-0AbstractThe objective of few-shot learning (FSL) is to learn a model that can quickly adapt to novel classes with only few examples. Recent works have shown that a powerful representation with a base learner trained in supervised and self-supervised ...