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Wen-Yi Hong

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#artificial intelligence Preprint Oct 2026

Can Visual Generation Expand What Unified Multimodal Models Know?

Unified multimodal models (UMMs) receive image-generation supervision that exposes them to visual information not fully documented in text. Can learning to generate images expand what pretrained models know? We introduce Knowledge Transfer Probing (KTP), a controlled protocol that supplies new knowledge through image-g...

Wen-Kai Li, Wen-Yi Hong, Zhuo-Yi Yang et al. · 0 citations

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