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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yu-Hang Ji

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Conference Open access Sep 2026

Evolution of Few-Shot Image Classification: A Survey from Metric Learning to Large Model Fine-Tuning

This survey comprehensively evaluates the underlying mechanisms, inherent strengths, and specific weaknesses of each FSIC methods into three categories: Metric Learning, Optimization/Meta-Learning, and Transfer Learning with Large Model Fine-Tuning.

Yu-Hang Ji · 0 citations

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