# The end-to-end chip surface defect segmentation method based on the diffusion model and attention mechanism

> Research article (Engineering Applications of Artificial Intelligence, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4410357812](https://www.wikidata.org/wiki/openalex:W4410357812)  
**Source**: https://4ort.xyz/entity/the-end-to-end-chip-surface-defect-segmentation-method-based-on-the-diffusion-model-and-attention-mechanism