# Improving surface defect detection with context-guided asymmetric modulation networks and confidence-boosting loss

> Research article (Expert Systems with Applications, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4376170979](https://www.wikidata.org/wiki/openalex:W4376170979)  
**Source**: https://4ort.xyz/entity/improving-surface-defect-detection-with-context-guided-asymmetric-modulation-networks-and-confidence-boosting-loss