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Final episode with deleted scenes added back in! It's the equivalent of a triple episode!

2024年9月22日 · In this work, we propose Video-XL, a novel approach that leverages MLLMs' inherent key-value (KV) sparsification capacity to condense the visual input. Specifically, we introduce a new special token, the Visual Summarization Token (VST), for each interval of the video, which summarizes the visual information within the interval as its ...

Video-XL是什么. Video-XL是北京智源人工智能研究院联合上海交大、中国人民大学、中科院、北邮和北大的研究人员共同推出的专为小时级视频理解设计的超长视觉理解模型。基于视觉上下文潜在总结技术将视觉信息压缩成紧凑的形式，提高处理效率、减少信息丢失。

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2024年10月29日 · Video-XL是一款创新性的长视频理解大模型，由智源研究院联合上海交通大学、中国人民大学、北京大学等多所高校开发，专门设计用于小时级视频的分析和理解。

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Video-XL 是一款由智源研究院联合多所高校开发的长视频理解大模型，能够在单块 80G GPU 上处理 2048 帧视频，并在多个视频理解基准测试中取得领先成绩。

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