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GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning

Announce Type: new Abstract: Despite significant progress in agentic long video understanding, existing methods still lack detailed motion comprehension coupled with an efficient memory architecture. In this paper, we propose GOPAgen, a novel approach that first integrates video codec into the video understanding framework via a meticulously designed motion agent trained on Groups of Pictures (GOPs) from video codec. We further develop a GOP tree reasoning algorithm, which is naturally...

arXiv CS 2d ago

Hello, goodbye: the Beatles’ chaotic, controversial final tour – as never seen before

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Couple back at Finke Desert Race after finding love via social post

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Stabbing attack inside NYC’s Penn Station night before Trump’s Madison Square Garden visit injures 6

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The Independent World 2d ago