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News/ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention
arxiv
PublishedMay 28, 2026 at 4:00 AM
—neutral

ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention

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arXiv:2602.07574v2 Announce Type: replace-cross Abstract: Modern multimodal large language models (MLLMs) adopt a unified self-attention design that processes visual and textual tokens at every Transformer layer, incurring substantial computational overhead. In this work, we revisit the necessity of

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