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ENTITY Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding

Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding

PulseAugur coverage of Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding — every cluster mentioning Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_247918 ·

    New framework enables efficient long-video understanding on edge devices

    Researchers have developed a new framework called Caption-once, Frames-on-Demand (CFD) designed for efficient long-video understanding on edge devices. This system utilizes a dual-track narrative index, combining an eve…