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They both emerged out of the pursuit of a more efficient solution for addressing the inefficiencies in NeRF, which was mainly due to expensive ray marching and MLP calls. Before the emergence of Gaussian splatting, grids, such as plenoxels were all the rage. Of course, Gaussian splatting here refers to the paper, “3D Gaussian Splatting for Real-Time Radiance Field Rendering”





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