Visual Grounding First, Multimodal In-context Learning Follows

arXiv:2610.30592v1 Announce Type: new Abstract: LLMs have shown strong in-context learning (ICL) capability, but extending it to Multimodal LLMs (MLLMs) remains challenging. Prior multimodal ICL methods often rely on ICL-specific datasets for additional training or task vector extraction, which can…

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1. 2026-10-23 04:00 · arXiv cs.CV
   Visual Grounding First, Multimodal In-context Learning Follows