BriefGPT.xyz
May, 2023
联邦神经辐射场
Federated Neural Radiance Fields
HTML
PDF
Lachlan Holden, Feras Dayoub, David Harvey, Tat-Jun Chin
TL;DR
本文提出了一种Federated Learning算法，利用低秩分解技术实现了多计算节点之间共同学习NeRF，同时解决了数据集隐私的问题。
Abstract
The ability of
neural radiance fields
or NeRFs to conduct accurate
3d modelling
has motivated application of the technique to scene representation. Previous approaches have mainly followed a centralised learning
→