Reducing the Memory Footprint of 3D Gaussian Splatting

24 June 2024

Panagiotis Papantonakis

Papers citing "Reducing the Memory Footprint of 3D Gaussian Splatting"

25 / 25 papers shown

Title
Push-Grasp Policy Learning Using Equivariant Models and Grasp Score Optimization Boce Hu Heng Tian Dian Wang Haojie Huang Xupeng Zhu Robin Walters Robert Platt 88 0 0 03 Apr 2025
ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes Zhengqing Gao Dongting Hu Jia-Wang Bian Huan Fu Yongqian Li Tongliang Liu Mingming Gong Kai Zhang 3DGS 110 0 0 21 Mar 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 106 3 0 23 Jan 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 114 3 0 29 Dec 2024
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 Xinyu Zhang Kun Zhan 3DGS 142 5 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 161 4 0 30 Nov 2024
HEMGS: A Hybrid Entropy Model for 3D Gaussian Splatting Data Compression Lei Liu Zhenghao Chen Dong Xu Wei Wang Dong Xu 3DGS 139 6 0 27 Nov 2024
Textured Gaussians for Enhanced 3D Scene Appearance Modeling Brian Chao Hung-Yu Tseng Lorenzo Porzi Chen Gao Tuotuo Li ... Ayush Saraf Jia-Bin Huang Johannes Kopf Gordon Wetzstein Changil Kim 3DGS 137 6 0 27 Nov 2024
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang Wenqi Jia Wei Niu Miao Yin 3DGS 140 3 0 09 Nov 2024
LapisGS: Layered Progressive 3D Gaussian Splatting for Adaptive Streaming Yuang Shi Simone Gasparini Géraldine Morin Wei Tsang Ooi 3DGS 94 11 0 27 Aug 2024
Gaussian Eigen Models for Human Heads Wojciech Zielonka Timo Bolkart Thabo Beeler Justus Thies 3DGS 127 5 0 05 Jul 2024
3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods Milena T. Bagdasarian Paul Knoll Florian Barthel Anna Hilsmann Peter Eisert W. Morgenstern Wieland Morgenstern 3DGS 90 21 0 17 Jun 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 157 191 0 08 Jan 2024
SMERF: Streamable Memory Efficient Radiance Fields for Real-Time Large-Scene Exploration Daniel Duckworth Peter Hedman Christian Reiser Peter Zhizhin Jean-François Thibert Mario Lucic Richard Szeliski Jonathan T. Barron 3DGS 49 53 0 12 Dec 2023
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Zhiwen Fan Kevin Wang Kairun Wen Zehao Zhu Dejia Xu Zhangyang Wang 3DGS 98 219 0 28 Nov 2023
Adaptive Shells for Efficient Neural Radiance Field Rendering Zian Wang Tianchang Shen Merlin Nimier-David Nicholas Sharp Jun Gao Alexander Keller Sanja Fidler Thomas Muller Zan Gojcic 3DH AI4CE 58 62 0 16 Nov 2023
MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes Christian Reiser Richard Szeliski Dor Verbin Pratul P. Srinivasan B. Mildenhall Andreas Geiger Jonathan T. Barron Peter Hedman 104 233 0 23 Feb 2023
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 330 4,037 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 275 1,662 0 09 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 169 630 0 22 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 128 1,079 0 22 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 122 453 0 10 Nov 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 88 1,074 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 121 1,983 0 24 Mar 2021
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 266 1,269 0 22 Jul 2020