On Scaling Up 3D Gaussian Splatting Training

On Scaling Up 3D Gaussian Splatting Training

26 June 2024

Ang Li

Jinyang Li

Papers citing "On Scaling Up 3D Gaussian Splatting Training"

6 / 6 papers shown

Title
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes Yang Liu Chuanchen Luo Zhongkai Mao Junran Peng Zhaoxiang Zhang 3DGS 65 5 0 01 Nov 2024
A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Datasets B. Kerbl Andréas Meuleman Georgios Kopanas Michael Wimmer Alexandre Lanvin G. Drettakis 3DGS 63 94 0 17 Jun 2024
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians Yang Liu He Guan Chuanchen Luo Lue Fan Naiyan Wang Junran Peng Zhaoxiang Zhang 3DGS 42 72 0 01 Apr 2024
On the SDEs and Scaling Rules for Adaptive Gradient Algorithms Sadhika Malladi Kaifeng Lyu A. Panigrahi Sanjeev Arora 88 40 0 20 May 2022
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,791 0 17 Sep 2019
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016