Min Li

BoundedGS: Memory-Efficient High-Resolution Training for 3D Gaussian Splatting

High-resolution 3D Gaussian Splatting training increases pixel and Gaussian-tile intersection counts, expanding rasterization caches that coexist with projection and gradient state at peak memory. A complete-view update aggregates gradients across the view; each region's forward and backward caches can be released afte...