2 papers
math.NA2026
A Thresholding Based Operator-Splitting Method for Curvature-Regularized Surface Reconstruction
Yang Hu, Hao Liu, Dong Wang +1
Surface reconstruction from point clouds is a fundamental problem in computational geometry with broad applications in computer graphics, medical imaging, and manufacturing. In thi…
cs.LG2024
Deep ReLU Networks Have Surprisingly Simple Polytopes
Feng-Lei Fan, Wei Huang, Xiangru Zhong +4
A ReLU network is a piecewise linear function over polytopes. Figuring out the properties of such polytopes is of fundamental importance for the research and development of neural…