AI RESEARCH
Advances and Challenges in Meta-Learning: A Technical Review
arXiv CS.LG
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ArXi:2307.04722v2 Announce Type: replace Meta-learning empowers learning systems with the ability to acquire knowledge from multiple tasks, enabling faster adaptation and generalization to new tasks. This review provides a comprehensive technical overview of meta-learning, emphasizing its importance in real-world applications where data may be scarce or expensive to obtain.