# Attention And Positional Encoding Are (Almost) All You Need For Shape Matching

> Research article (Computer Graphics Forum, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4385766964](https://www.wikidata.org/wiki/openalex:W4385766964)  
**Source**: https://4ort.xyz/entity/attention-and-positional-encoding-are-almost-all-you-need-for-shape-matching