Bridging Modalities, Spanning Time: Structured Memory for Ultra-Long Agentic Video Reasoning

Jiazheng Li, Chi-Hao Wu, Yunze Liu +3

Understanding ultra-long videos such as egocentric recordings, live streams, or surveillance footage spanning days to weeks, remains a challenge. For current multimodal LLMs: even…