一作ECCV 2026Poster
EventMemAgent: Hierarchical Event-Centric Memory for Online Video Understanding with Adaptive Tool Use
Siwei Wen · Zhangcheng Wang · Xingjian Zhang · Lei Huang · wenjun wu
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Siwei Wen · Zhangcheng Wang · Xingjian Zhang · Lei Huang · wenjun wu
Zheng Liu · Mengjie Liu · Siwei Wen · Mengzhang Cai · Bin Cui · Conghui He · Wentao Zhang
Using entropy as a measure of heterogeneity to guide optimization has emerged as a crucial research direction in Reinforcement Learning for LLMs. However, existing methods typically treat it as a discrete filter or post-hoc regulator rather than a core optimization driver. To fully leverage the p...