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cs.MM2026
Beyond Structural Unification: A Perspective and Roadmap on Unified Multimodal Models
Yinyi Luo, Hayes Bai, Yiqiao Jin +5
Unified Multimodal Models (UMMs) emerge as a promising way to combine understanding and generation within a single architecture. We argue that current approaches mainly achieve str…
cs.MM2026
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
Hayes Bai, Yinyi Luo, Wenwen Wang +2
Unified multimodal models (UMMs) aim to integrate understanding and generation within a single architecture. However, it remains underexplored how to effectively coordinate these t…