Lower and Upper Bounds for Numbers of Linear Regions of Graph Convolutional Networks

1 June 2022

Papers citing "Lower and Upper Bounds for Numbers of Linear Regions of Graph Convolutional Networks"

4 / 4 papers shown

Title
The Space Between: On Folding, Symmetries and Sampling Michal Lewandowski Bernhard Heinzl Raphael Pisoni Bernhard A.Moser 60 0 0 11 Mar 2025
The Evolution of the Interplay Between Input Distributions and Linear Regions in Networks Xuan Qi Yi Wei 18 0 0 28 Oct 2023
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion Dai Shi Zhiqi Shao Yi Guo Qianchuan Zhao Junbin Gao 47 1 0 25 May 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 96 33 0 29 Apr 2023