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Author

Guosheng Lin

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Preprint Jul 2026

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

Current visual generation models are capable of producing high-quality content, yet they lack a coherent perception of the spatial structure. Existing generative novel view synthesis methods typically introduce explicit geometry priors, which enforce spatial consistency but inherently restrict generalization in large v...

Yufei Cai, Xue-Song Niu, Hao Lu et al. · 0 citations

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