Generative Densification improves feed-forward Gaussian 3D reconstruction by learning to generate fine Gaussians for detailed regions in one forward pass, and it beats baselines on object and scene datasets.
pixelsplat: 3d gaussian splats from image pairs for scalable generalizable 3d reconstruction
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Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction
Generative Densification improves feed-forward Gaussian 3D reconstruction by learning to generate fine Gaussians for detailed regions in one forward pass, and it beats baselines on object and scene datasets.