works on
adaptive inference 1agentic visual reasoning 1multimodal large language models 1reinforcement learning 1tool use adaptiveness 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…