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English(EN) AlayaWorld is a full-stack, open-source video world model that supports 720p, 24 FPS streaming video generation with camera control

AlayaWorld 以 720p 生成能力推动交互式视频世界建模

作者 PulseAugur 编辑部 · [6 个来源] ·

研究人员推出了 AlayaWorld，这是一个交互式视频世界模型，能够以 540p 和 720p 的分辨率生成 24 fps 的视频。该模型使用了一个 15B 的视频扩散 Transformer，并结合了多种机制来在长时域内保持时空一致性和稳定性，包括压缩时域历史和几何对齐的空间记忆。AlayaWorld 还采用了一种离散自回归蒸馏方法来显著缩短推理时间。另外，一篇关于 WorldPack 的论文提出了一种用于长上下文视频世界建模的动态帧压缩方法，通过利用 3D 空间相关性，大幅扩展了有效上下文。 AI

影响 视频世界建模的进步可能会加速更具沉浸感和交互性的 AI 代理和虚拟环境的开发。

排序理由 多篇研究论文详细介绍了新的视频世界建模技术，包括 AlayaWorld 和 WorldPack。

在 r/singularity 阅读 →

AI 生成摘要 · Google Gemini · 来自 6 个来源。 我们如何撰写摘要 →

AlayaWorld 以 720p 生成能力推动交互式视频世界建模

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多篇研究论文详细介绍了新的视频世界建模技术，包括 AlayaWorld 和 WorldPack。
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6 independent sources
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model release, paper, product
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报道来源 [6]

  1. arXiv cs.LG TIER_1 English(EN) · Yuta Oshima, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta ·

    WorldPack：面向长上下文视频世界模型的动态帧压缩

    arXiv:2512.02473v2 Announce Type: replace-cross Abstract: Video world models have attracted significant attention for their ability to produce high-fidelity future visual observations conditioned on past observations and navigation actions. However, achieving temporally and spati…

  2. arXiv cs.AI TIER_1 English(EN) · AlayaWorld Team, Kaipeng Zhang, Chuanhao Li, Yifan Zhan, Yongtao Ge, Yuanyang Yin, Jiaming Tan, Kang He, Liaoyuan Fan, Mingliang Zhai, Ruicong Liu, Xiaojie Xu, Xuangeng Chu, Zhen Li, Zhengyuan Lin, Zhixiang Wang, Zian Meng, Zihui Gao ·

    AlayaWorld：交互式长时域世界建模——完整技术报告

    arXiv:2607.18367v1 Announce Type: new Abstract: Unlike conventional video game development, which relies on labor-intensive pipelines for asset production, animation, physics, and programming, video world models generate interactive environments from user inputs instantly. It ena…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    AlayaWorld：交互式长时域世界建模——完整技术报告

    Unlike conventional video game development, which relies on labor-intensive pipelines for asset production, animation, physics, and programming, video world models generate interactive environments from user inputs instantly. It enable us to create customized, explorable, and con…

  4. arXiv cs.CV TIER_1 English(EN) · Lingdong Kong, Yu Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu, Dongyue Lu, Wei Yin, Xiaotao Hu, Mingkai Jia, Junyuan Deng, Kaiwen Zhang, Yang Wu, Tianyi Yan, Shenyuan Gao, Song Wang, Linfeng Li, Liang Pan, Yong Liu, Jianke Zhu, Wei Tsang Ooi, St… ·

    3D 和 4D 世界建模：一项调查

    arXiv:2509.07996v4 Announce Type: replace Abstract: World modeling has become a cornerstone in AI research, enabling agents to understand, represent, and predict the dynamic environments they inhabit. While prior work largely emphasizes generative methods for 2D image and video d…

  5. r/StableDiffusion TIER_2 English(EN) · /u/fruesome ·

    AlayaWorld：长视域和可玩视频世界生成

    <table> <tr><td> <a href="https://www.reddit.com/r/StableDiffusion/comments/1v34mmj/alayaworld_longhorizon_and_playable_video_world/"> <img alt="AlayaWorld: Long-Horizon and Playable Video World Generation" src="https://external-preview.redd.it/N2NpYXE3cHhicGVoMYn-lh-QF10BQrOav3t…

  6. r/singularity TIER_2 English(EN) · /u/fruesome ·

    AlayaWorld 是一个全栈、开源的视频世界模型，支持 720p、24 FPS 的带摄像机控制的流式视频生成

    <table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1v34r26/alayaworld_is_a_fullstack_opensource_video_world/"> <img alt="AlayaWorld is a full-stack, open-source video world model that supports 720p, 24 FPS streaming video generation with camera control" src="…

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