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News/From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings
arxiv
PublishedNovember 4, 2026 at 5:00 AM

From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings

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arXiv:2611.00172v1 Announce Type: new Abstract: Embedding models underpin virtually every modern AI system, from search engines to recommendation systems. Despite shared mathematical foundations, research on embedding models remains fragmented by modality: the communities develop largely in isolatio

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