Hongil Yoon*

Frugal 3D Point Cloud Model Training via Progressive Near Point Filtering and Fused Aggregation

"The increasing demand on higher accuracy and the rapid growth of 3D point cloud datasets have led to significantly higher training costs for 3D point cloud models in terms of both computation and memory bandwidth. Despite this, research on reducing this cost is relatively sparse. This paper identif…