: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
Dawei Zhu, Rui Meng, Jie-Feng Chen et al.
· 0 citations
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Preprint
Aug 2026
Listen, See and Track: Spatio-Temporal Audio-Visual Sound Event Reasoning for Omni-Modal Language Models
ST-Omni-R1 is proposed, which integrates FOA-derived semantic and trajectory representations with panoramic visual context and is trained through progressive curriculum learning and reasoning-tree reinforcement learning, and results on three public spatial-audio benchmarks indicate that its learned spatial and motion r...
Zhi Zeng, Cheng Zhang, Ze-Sheng Yang et al.
· 2 citations