# Positive-Sample-Based Surface Defect Detection Using Memory-Augmented Adversarial Autoencoders

> Research article (IEEE/ASME Transactions on Mechatronics, 2021) · cited 42× · AI/ML

**Wikidata**: [openalex:W3129082918](https://www.wikidata.org/wiki/openalex:W3129082918)  
**Source**: https://4ort.xyz/entity/positive-sample-based-surface-defect-detection-using-memory-augmented-adversarial-autoencoders