# Meta Supervised Contrastive Learning for Few-Shot Open-Set Modulation Classification With Signal Constellation

> Research article (IEEE Communications Letters, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4391559654](https://www.wikidata.org/wiki/openalex:W4391559654)  
**Source**: https://4ort.xyz/entity/meta-supervised-contrastive-learning-for-few-shot-open-set-modulation-classification-with-signal-constellation