# Beyond Text: Frozen Large Language Models in Visual Signal Comprehension

> Research article (2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4402754277](https://www.wikidata.org/wiki/openalex:W4402754277)  
**Source**: https://4ort.xyz/entity/beyond-text-frozen-large-language-models-in-visual-signal-comprehension