Xuanyi Liu
1 indexed paper
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126
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Comp. Eng.×1
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2026
CamGeo: Sparse Camera-Conditioned Image-to-Video Generation with 3D Geometry Priors
CamGeo is a novel framework that improves sparse camera-conditioned image-to-video generation by distilling rich 3D geometric priors into the diffusion backbone, resulting in geometrically consistent motion.
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Papers
cs.CERecentMay 29, 2026
CamGeo: Sparse Camera-Conditioned Image-to-Video Generation with 3D Geometry Priors
Xuanyi Liu, Deyi Ji, Liqun Liu, Lanyun Zhu +7 more
CamGeo is a novel framework that improves sparse camera-conditioned image-to-video generation by distilling rich 3D geometric priors into the diffusion backbone, resulting in geometrically consistent…
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