# CLFormer: A Lightweight Transformer Based on Convolutional Embedding and Linear Self-Attention With Strong Robustness for Bearing Fault Diagnosis Under Limited Sample Conditions

> Research article (IEEE Transactions on Instrumentation and Measurement, 2021) · cited 174× · AI/ML

**Wikidata**: [openalex:W4206195980](https://www.wikidata.org/wiki/openalex:W4206195980)  
**Source**: https://4ort.xyz/entity/clformer-a-lightweight-transformer-based-on-convolutional-embedding-and-linear-self-attention-with-strong-robustness-for