Trimming the Fat: Efficient Compression of 3D Gaussian Splats through
Pruning

Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning

26 June 2024

Muhammad Salman Ali

Sung-Ho Bae

Enzo Tartaglione

Papers citing "Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning"

14 / 14 papers shown

Title
Consistent Quantity-Quality Control across Scenes for Deployment-Aware Gaussian Splatting Fengdi Zhang Hongkun Cao Ruqi Huang 3DGS 10 0 0 15 May 2025
GSta: Efficient Training Scheme with Siestaed Gaussians for Monocular 3D Scene Reconstruction Anil Armagan Albert Saà-Garriga Bruno Manganelli Kyuwon Kim M. K. Yucel 3DGS 42 0 0 09 Apr 2025
1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering Yuheng Yuan Qiuhong Shen Xingyi Yang Xinchao Wang 3DGS 66 1 0 20 Mar 2025
CAT-3DGS Pro: A New Benchmark for Efficient 3DGS Compression Yu-Ting Zhan He-bi Yang Cheng-Yuan Ho Jui Chiu Chiang Wen-Hsiao Peng 3DGS 54 0 0 17 Mar 2025
PCGS: Progressive Compression of 3D Gaussian Splatting Yihang Chen Mengyao Li Qianyi Wu Weiyao Lin Mehrtash Harandi Jianfei Cai 3DGS 58 0 0 11 Mar 2025
CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression Yu-Ting Zhan Cheng-Yuan Ho Hebi Yang Yi-Hsin Chen Jui Chiu Chiang Yu-Lun Liu Wen-Hsiao Peng 3DGS 49 3 0 01 Mar 2025
Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions Muhammad Salman Ali Chaoning Zhang Marco Cagnazzo Giuseppe Valenzise Enzo Tartaglione Sung-Ho Bae 3DGS 70 1 0 26 Feb 2025
GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression Francesco Di Sario Riccardo Renzulli Marco Grangetto Akihiro Sugimoto Enzo Tartaglione 3DGS 47 2 0 23 Jan 2025
Balanced 3DGS: Gaussian-wise Parallelism Rendering with Fine-Grained Tiling Hao Gui Lin Hu Rui Chen Mingxiao Huang Yuxin Yin ... Yong Wu Chen Liu Zhongxu Sun X. Zhang Kun Zhan 3DGS 75 2 0 23 Dec 2024
Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives Alex Hanson Allen Tu Geng Lin Vasu Singla Matthias Zwicker Tom Goldstein 3DGS 79 1 0 30 Nov 2024
Fast Feedforward 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Mengyao Li Weiyao Lin Mehrtash Harandi Jianfei Cai 3DGS 40 6 0 10 Oct 2024
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Weiyao Lin Mehrtash Harandi Jianfei Cai 37 67 0 21 Mar 2024
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning Yihua Huang Yue He Yu-Jie Yuan Yu-Kun Lai Lin Gao 164 148 0 24 May 2022
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 178 1,027 0 06 Mar 2020