3D Gaussian Splatting captures scenes with geometry and photometry, but building SE(3)-equivariant architectures on these primitives is hard. E3DGS embeds color as geometry to bridge this gap, but most models still fail to generalize. If your 3D scene capture pipeline relies on a model that's never seen this trick, you don't know what it'll do when it hits something new.
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3 hours ago