AI RESEARCH
CAdam: Context-Adaptive Moment Estimation for 3D Gaussian Densification in Generative Distillation
arXiv CS.LG
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ArXi:2605.20872v1 Announce Type: new Adaptive densification is the engine of 3D Gaussian Splatting (3DGS). However, when transposed to the optimization-based Generative Distillation paradigm, this reconstruction-native mechanism reveals fundamental limitations, resulting in inefficient representations cluttered with redundant primitives.