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ViCoStream: Streaming VideoLLMs Can Run Beyond 100 FPS with Stage-Wise Coordinated Inference
流式视频大模型推理飙至100+FPS，ViCoStream用阶段协调机制破解实时处理瓶颈，视频理解应用提速必读。
arXiv:2606.19849v1 Announce Type: new Abstract: Streaming VideoLLMs must continuously process incoming video while maintaining low query latency, maki…
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Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding
流式视频语言同步新方法，不需暂停即可实时理解在线视频内容，突破传统离线处理局限。
arXiv:2606.06991v1 Announce Type: cross Abstract: Online Video Large Language Models (Video-LLMs) have advanced toward seamless human-AI interaction t…
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PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
首个面向流式视频的主动安全预警基准，评估大模型在实时视频流中检测危险场景的性能。
arXiv:2606.02443v1 Announce Type: cross Abstract: Between the first visible sign of danger and the moment an accident occurs, there is often a window …