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Mar, 2023
Few-shot学习的元学习方法: 最新进展综述
Meta-learning approaches for few-shot learning: A survey of recent advances
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Hassan Gharoun, Fereshteh Momenifar, Fang Chen, Amir H. Gandomi
TL;DR
该论文介绍了元学习在深度学习中的应用及其近期发展，涵盖度量、记忆、基于学习等方法，并探讨了当前的挑战和未来的研究方向。
Abstract
Despite its astounding success in learning deeper multi-dimensional data, the performance of
deep learning
declines on new unseen tasks mainly due to its focus on same-distribution prediction. Moreover,
deep learning
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