works on
collaborative object reasoning 1large language model agents 1multimodal recognition 1reference audio-visual segmentation 1reflective learning 1

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

collaborators

1 paper

cs.MM2026

MAR3: Multi-Agent Recognition, Reasoning, and Reflection for Reference Audio-Visual Segmentation

Yuan Zhao, Zhenqi Jia, Yongqiang Zhang

The paper introduces MAR3, a training‑free multi‑agent framework that uses large language model agents to recognize expression difficulty, determine dominant modality, reason about…