# Counterfactual-augmented few-shot contrastive learning for machinery intelligent fault diagnosis with limited samples

> Research article (Mechanical Systems and Signal Processing, 2024) · cited 81× · AI/ML

**Wikidata**: [openalex:W4396911963](https://www.wikidata.org/wiki/openalex:W4396911963)  
**Source**: https://4ort.xyz/entity/counterfactual-augmented-few-shot-contrastive-learning-for-machinery-intelligent-fault-diagnosis-with-limited-samples