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JUICE: Unified Multimodal Modeling in Pretrained Representation Spaces

arXiv:2610.28801v1 Announce Type: new Abstract: Most unified multimodal models treat images and text asymmetrically: a pretrained language model generates text, an attached diffusion head generates images, and outputs that contain both are produced in a fixed order, so the first output cannot adapt…

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  1. 2026-10-22 04:00 · arXiv cs.CV
    JUICE: Unified Multimodal Modeling in Pretrained Representation Spaces

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