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Preprint Oct 2026

Birth-Death Structural Learning for 3D Gaussian Splatting

3D Gaussian Splatting (3DGS) has become a standard representation for real-time novel-view synthesis. Yet, its quality-efficiency trade-off still relies heavily on adaptive density control. Existing cloning, splitting, and pruning rules use proxy signals, such as position gradients, opacity, and image-space error. Alth...

Q. Hong, Long Nguyen-Chi, B. T. Nguyen · 0 citations

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