# When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

> Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2022) · cited 75× · AI/ML

**Wikidata**: [openalex:W4226028923](https://www.wikidata.org/wiki/openalex:W4226028923)  
**Source**: https://4ort.xyz/entity/when-shift-operation-meets-vision-transformer-an-extremely-simple-alternative-to-attention-mechanism