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Preprint Jul 2026

Do Unified Multimodal Models Think in One Space? A Lens Through Cross-Branch Steering

It is shown that steering vectors learned from the understanding branch can transfer to generation, enabling controllable image synthesis and improved semantic faithfulness, and establish cross-branch steering as a practical tool for probing multimodal representations.

Yu Wang, Sharon Li · 0 citations