3DLS replaces Gaussian kernels with bounded linear kernels plus distribution alignment and gradient scaling, yielding slightly better fidelity and faster rendering than 3DGS on some scenes.
Barron, Ben Mildenhall, Dor Verbin, Pratul P
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Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels
3DLS replaces Gaussian kernels with bounded linear kernels plus distribution alignment and gradient scaling, yielding slightly better fidelity and faster rendering than 3DGS on some scenes.