Author

Siyuan Meng

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Preprint Aug 2026

Persistent Object Narratives for Token-Efficient Video Language Models

Experimental results establish persistent object narratives as a compact, structured, and temporally organized visual interface for Video-LLMs as a favorable trade-off between accuracy and visual-token count compared with prior compact Video-LLM interfaces.

Junzhe Chen, Siyuan Meng, Xiaojie Guo · 0 citations