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World from Motion: Generative Dynamic Gaussian Reconstruction from Monocular Video

World from Motion generates dynamic 3D Gaussian reconstructions from monocular video via generative video modeling to fix artifacts and fill missing regions, achieving state-of-the-art 4D reconstruction.

Liyuan Zhu, Shengyu Huang, Amrita Mazumdar, Tianye Li and 5 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 7 of 20 reviewers recommend it
lenient 3/5
medium 3/10
strict 1/5