Author

Wenbo Li

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Preprint Oct 2026

PLEDGE: Progressive Lossy Error-Bounded Compression of 3D Gaussian Splatting

Existing 3D Gaussian Splatting (3DGS) codecs report reconstruction quality after compression, and give users little control over the distortion of individual primitives. We present PLEDGE, a training-free, progressive, error-bounded codec that translates four user-declared tolerances into per-primitive quantization bou...

Ming-Ze Xia, Yu-Xiao Li, Bai-Xi Sun et al. · 0 citations

Preprint Sep 2026

Improving Progressive Compression with Adaptive Interpolation and Coefficient Decomposition

This work presents an adaptive progressive compression framework that improves retrieval efficiency for two common targets, namely error-bound and peak Signal-to-Noise ratios and proposes coefficient decomposition, a novel method that exploits the commonly overlooked spatial correlations among decorrelated data.

Wenbo Li, Xuan Wu, Qian Gong et al. · 0 citations