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OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

164 upvotes · 1 OCT 2026 · Xiangyu Zeng, Yuandong Yang, Zhiqiu Zhang et al.

This paper develops a unified model that combines perception, memory, and response for streaming video interaction, allowing for efficient and accurate processing of video content in real-time. Practitioners in the field of natural language processing and computer vision may care about this research as it aims to improve the performance of streaming video understanding models.

vision-language modelscontinual learningproactive generationhierarchical memorystreaming data synthesis