adaptive inference 1agentic visual reasoning 1multimodal large language models 1reinforcement learning 1tool use adaptiveness 1
From the 1 of 7 linked papers with an AI index.
14 citations · 14 across the 4 of their papers we have counts for
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cs.CV2026
Beacon: Knowing When and How to Perform Agentic Visual Reasoning
Qixun Wang, Yang Shi, Letian Cheng +11
The paper introduces Beacon, an agentic visual reasoning system that learns when to invoke external tools and how to use them effectively, improving multimodal large language model…
cs.CV2025★ 14 cited
Qwen3-VL Technical Report
Shuai Bai, Yuxuan Cai, Ruizhe Chen +61
We introduce Qwen3-VL, the most capable vision-language model in the Qwen series to date, achieving superior performance across a broad range of multimodal benchmarks. It natively…