CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 Countries
CultureVLM characterizes and improves cultural understanding of vision-language models across more than 100 countries using culturally-grounded benchmarks and training procedures.
Sep 1, 2026
Consistency Should Be the Priority for Unified Multimodal Models
A position paper arguing that consistency across views, modalities, and prompts should be the priority research target for unified multimodal models.
Feb 3, 2026