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arxiv_cs_ai ยท Oct 23, 2026 ยท paper

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Closing the Modality Gap via Simplex-Constrained Representations

arxiv.orgOct 23, 2026
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While multimodal contrastive models like CLIP and CLAP successfully learn shared representations, their embeddings typically exhibit a persistent \emph{modality gap}. We propose addressing this separation through a pu...

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