Machine Heart
Nov 13, 2026 · Artificial Intelligence
NeurIPS 2026: HKUST's Visual-Native Agent Solves Image Reuse in Multimodal Deep Search
HKUST MMSense Lab introduces a visual-native agent framework that assigns unique IDs to images for tool chaining in multimodal deep search, and an on-policy data evolution method that iteratively refines question-generation rules using agent rollouts, boosting 8B and 30B model accuracy across eight benchmarks.
HKUST MMSense LabImage ReuseMultimodal Deep Search
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