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AI Video Papers·2026
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OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

Xiangyu Zeng, Yuandong Yang +22

Turns live video into reusable textual memory and timely responses by training a streaming video LLM to proactively generate time-grounded captions and event summaries. Key components: Proactive Hierarchical Caption Memory (PHCM) for multi-scale records and Proactive State Transition Learning (PSTL) to balance response timing; trained on the OneStreamer-1M streaming dataset.

#video#multimodal#LLM#vision#ai-video+3
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