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A Comprehensive Survey of Few-Shot Learning: Principles, Techniques, and Applications
3.1 Problem Definition In the realm of artificial intelligence, machine learning stands as a cornerstone, enabling systems to learn from data and improve performance without explicit programming. Within machine learning,…