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Yuan-Hang Wang

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#artificial intelligence Preprint Sep 2026

Is Gaussian Splatting Becoming Neural Again? A Taxonomy and Controlled Study of Learned Parameterization

Three-dimensional Gaussian Splatting (3DGS) combines explicit primitives with efficient rasterization, yet recent systems increasingly use neural networks to generate or share Gaussian parameters. We characterize this trend along five axes: attribute decoding, spatial sharing, view-conditioned decoding, topology genera...

Yuan-Hang Wang, Xin Cao, Yi Zhang · 0 citations

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