2 papers
cs.CV2026
Cognitively-Inspired Tokens Overcome Egocentric Bias in Multimodal Models
Bridget Leonard, Scott O. Murray
Multimodal language models (MLMs) perform well on semantic vision-language tasks but fail at spatial reasoning that requires adopting another agent's visual perspective. These erro…
cs.AI2024
Failures in Perspective-taking of Multimodal AI Systems
Bridget Leonard, Kristin Woodard, Scott O. Murray
This study extends previous research on spatial representations in multimodal AI systems. Although current models demonstrate a rich understanding of spatial information from image…