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arxiv_cs_cl ยท Aug 12, 2026 ยท paper

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AVA-Encoder: Towards Agent-Native Video Representation Learning

arxiv.orgAug 12, 2026
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Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is...

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