Exploring Scaling Laws of PointNets

Yuchen Li*, Guocheng Qian*, Houwen Peng, Jinjie Mai, Hasan Abed Al Kader Hammoud, Mohamed Elhoseiny, Bernard Ghanem
January 2025

Abstract

This work investigates scaling laws for PointNets and studies how improved training and scaling strategies affect 3D point-cloud understanding.

Type
Conference paper
Publication
International Conference on 3D Vision, Nectar Track Spotlight Talk, 2025
Point Cloud 3D Vision Scaling Laws