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#machine learning Preprint Sep 2026

Do Emotion Concepts Generalize Across Sources, Modalities, and Architectures in Vision-Language Models?

CMES (Cross-Modal Emotion Stimuli), a multi-source collection of emotion-conditioned stories, real facial expressions, synthetic portraits, and synthetic emotion-evoking scenes, suggests that emotion representations can share relational structure and causal effects across sources, modalities, and architectures, even wh...

Bo-Hao Xing, Xin Liu, Kai-Shen Yuan et al. · 0 citations

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