2 papers
cs.CV2025
GS-Scale: Unlocking Large-Scale 3D Gaussian Splatting Training via Host Offloading
Donghyun Lee, Dawoon Jeong, Jae W. Lee +1
The advent of 3D Gaussian Splatting has revolutionized graphics rendering by delivering high visual quality and fast rendering speeds. However, training large-scale scenes at high…
cs.CV2025
FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction
Donghyun Lee, Dawoon Jeong, Jae W. Lee +1
Deep neural networks have revolutionized 3D point cloud processing, yet efficiently handling large and irregular point clouds remains challenging. To tackle this problem, we introd…