AIBullisharXiv – CS AI · Mar 37/108
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Unified Vision-Language Modeling via Concept Space Alignment
Researchers introduce V-SONAR, a vision-language embedding system that extends text-only SONAR to support 1500+ languages with vision capabilities. The system demonstrates state-of-the-art performance on video captioning and multilingual vision tasks through V-LCM, which combines vision and language processing in a unified framework.