MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning

Zhixi Cai, Fucai Ke, Kevin Leo +4

Recent vision-language models have strong perceptual ability but their implicit reasoning is hard to explain and easily generates hallucinations on complex queries. Compositional m…