LP-3DGS: Learning to Prune 3D Gaussian Splatting

Improvements that have been proposed require either an empirical preset pruning ratio or importance score threshold to prune the point cloud. Such hyperparameters require multiple rounds of training to optimize and achieve the maximum pruning ratio while maintaining the rendering quality for each scene.