3DGS-LM accelerates Gaussian-Splatting optimization by replacing the ADAM optimizer with Levenberg-Marquardt.
This is the official repository that contains source code for the arXiV 2024 paper 3DGS-LM.
[arXiv] [Project Page] [Video]
If you find 3DGS-LM useful for your work please cite:
@preprint{hoellein_2024_3dgslm,
title={3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt},
author={H{\"o}llein, Lukas and Bo\v{z}i\v{c}, Alja\v{z} and Zollh{\"o}fer, Michael and Nie{\ss}ner, Matthias},
booktitle={arXiV:2409.12892},
year={2024}
}