Search Results for author: Arian Etemadi

Found 2 papers, 1 papers with code

On the Number of Regions of Piecewise Linear Neural Networks

no code implementations17 Jun 2022 Alexis Goujon, Arian Etemadi, Michael Unser

We first provide upper and lower bounds on the maximal number of linear regions of a CPWL NN given its depth, width, and the number of linear regions of its activation functions.

LPF-Defense: 3D Adversarial Defense based on Frequency Analysis

2 code implementations23 Feb 2022 Hanieh Naderi, Kimia Noorbakhsh, Arian Etemadi, Shohreh Kasaei

Although 3D point cloud classification has recently been widely deployed in different application scenarios, it is still very vulnerable to adversarial attacks.

3D Point Cloud Classification Adversarial Defense +1

Cannot find the paper you are looking for? You can Submit a new open access paper.