Temporal sensitivity pruning plus grouped SE(3) motion distillation speeds up DeformableGS rendering by 6.78x to 13.71x and training by about 2.5x across 50 dynamic scenes in MonoDyGauBench.
Mini-splatting: Representing scenes with a constrained number of gaussians
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SpeeDe3DGS: Speedy Deformable 3D Gaussian Splatting with Temporal Pruning and Motion Grouping
Temporal sensitivity pruning plus grouped SE(3) motion distillation speeds up DeformableGS rendering by 6.78x to 13.71x and training by about 2.5x across 50 dynamic scenes in MonoDyGauBench.