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Wei-Long Yan

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Preprint Sep 2026

Proxy2World: Learning to Generate Worlds From Lightweight Proxies without Seeing Them

Lightweight scene proxies let creators control scene layout and motion while leaving room for imagination in appearance, lighting, and visual effects. However, a suitable proxy is not uniquely defined, making paired proxy-video data difficult to construct automatically at scale. We present Proxy2World, a controllable w...

Hong-Li Xu, Wei-Long Yan, An-Bang Wang et al. · 0 citations

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