# DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition With Limited Annotations

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023) · cited 25× · AI/ML

**Wikidata**: [openalex:W4390203943](https://www.wikidata.org/wiki/openalex:W4390203943)  
**Source**: https://4ort.xyz/entity/dualcoop-fast-and-effective-adaptation-to-multi-label-recognition-with-limited-annotations