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AlayaVista: Streaming World Modeling from Panoramic States to Perspective Video

AlayaVista is a streaming video world model that separates panoramic world evolution from perspective observation synthesis. It uses a pretrained panorama expansion model to create a 360-degree scene prior and evolves it as a camera-conditioned panoramic latent state, then maps this to the requested perspective video latents.

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PublishedSeptember 13, 2026Jiaming Tan, Mingliang Zhai, Zhen Li
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WHY IT MAY MATTER

AlayaVista could be useful for applications requiring real-time video generation with dynamic camera control, such as virtual reality or interactive media.

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