# DSAMR: Dual-Stream Attention Multi-hop Reasoning for knowledge-based visual question answering

> Research article (Expert Systems with Applications, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4390645603](https://www.wikidata.org/wiki/openalex:W4390645603)  
**Source**: https://4ort.xyz/entity/dsamr-dual-stream-attention-multi-hop-reasoning-for-knowledge-based-visual-question-answering