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News/FlexUMM: Flexible Representation Learning for Unified Multimodal Models
arxiv
PublishedOctober 19, 2026 at 4:00 AM

FlexUMM: Flexible Representation Learning for Unified Multimodal Models

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arXiv:2610.22682v1 Announce Type: new Abstract: Unified multimodal models (UMMs) can integrate understanding and generation within a single backbone. However, it is commonly known that these two capabilities can cause conflicting representations, leading to a central question: how representation and

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