A generative video model conditioned on pixel-aligned 3D renderings produces consistent dynamic 3D Gaussian splats from monocular video and sets new SOTA in 4D reconstruction.
Worldtree: Towards 4d dynamic worlds from monocular video using tree-chains.arXiv preprint arXiv:2602.11845, 2026
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World from Motion: Generative Dynamic Gaussian Reconstruction from Monocular Video
A generative video model conditioned on pixel-aligned 3D renderings produces consistent dynamic 3D Gaussian splats from monocular video and sets new SOTA in 4D reconstruction.