# Adaptive-MAML: Few-shot metal surface defects diagnosis based on model-agnostic meta-learning

> Research article (Measurement, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4387581117](https://www.wikidata.org/wiki/openalex:W4387581117)  
**Source**: https://4ort.xyz/entity/adaptive-maml-few-shot-metal-surface-defects-diagnosis-based-on-model-agnostic-meta-learning