# CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023) · cited 279× · AI/ML

**Wikidata**: [openalex:W4389977645](https://www.wikidata.org/wiki/openalex:W4389977645)  
**Source**: https://4ort.xyz/entity/crossformer-a-versatile-vision-transformer-hinging-on-cross-scale-attention