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ReasonUni2 min read

ReasonUni: Reasoning-Augmented Reconstruction Advances Unified Multimodal Models

Image-to-text (I2T) understanding and text-to-image (T2I) generation are dual tasks in unified multimodal models (UMMs). Reconstructive post-training couples these tasks, but existing reconstruction-based methods remain perception-centric and provide limited supervision for reasoning about…

By Feize Wu, Zhiyuan Yan, Yuhuan Hong, Yuwei Niu, Zongjian Li, Zheyuan Liu, Bin Lin, Jinbo Yan, Jie Qin, Xudong Mao, Limeng Qiao, Guanglu Wan, Li YuanarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 16, 2026.

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