PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting

PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting

14 June 2024

Mayuka Jayawardhana

Matthias Zwicker

Tom Goldstein

Papers citing "PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting"

11 / 11 papers shown

Title
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
POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality Joey Wilson Marcelino Almeida Sachit Mahajan Martin Labrie Maani Ghaffari Omid Ghasemalizadeh Min Sun Cheng-Hao Kuo Arnab Sen 3DGS 51 0 0 10 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 62 1 0 26 Feb 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 38 3 0 29 Dec 2024
HDGS: Textured 2D Gaussian Splatting for Enhanced Scene Rendering Yunzhou Song Heguang Lin Jiahui Lei Lingjie Liu Kostas Daniilidis 3DGS 75 2 0 02 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 73 1 0 30 Nov 2024
Modeling Uncertainty in 3D Gaussian Splatting through Continuous Semantic Splatting Joey Wilson Marcelino Almeida Min Sun Sachit Mahajan Maani Ghaffari Parker Ewen Omid Ghasemalizadeh Cheng-Hao Kuo Arnie Sen 3DGS 36 3 0 04 Nov 2024
3D Gaussian Splatting in Robotics: A Survey Siting Zhu Guangming Wang Dezhi Kong Hesheng Wang 3DGS 30 4 0 16 Oct 2024
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Weiyao Lin Mehrtash Harandi Jianfei Cai 35 7 0 21 Mar 2024
NeU-NBV: Next Best View Planning Using Uncertainty Estimation in Image-Based Neural Rendering Liren Jin Xieyuanli Chen Julius Ruckin Marija Popović 41 29 0 02 Mar 2023
Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields Niko Sünderhauf Jad Abou-Chakra Dimity Miller UQCV 57 36 0 19 Sep 2022