Provable Robustness of ReLU networks via Maximization of Linear Regions.

Francesco Croce Maksym Andriushchenko Matthias Hein

Published in: CoRR (2018)

Keyphrases

piecewise constant
social networks
computational efficiency
heterogeneous networks
linear systems
image pixels
genetic algorithm
keypoints
special case
complex systems
image features
computer networks
network model
objective function
bayesian networks
homogeneous regions
computer vision
network size
high robustness