Wavelet regularization benefits adversarial training

J Yan, H Yin, Z Zhao, W Ge, H Zhang, G Rigoll - Information Sciences, 2023 - Elsevier
Adversarial training methods are frequently-used empirical defense methods against
adversarial examples. While many regularization techniques demonstrate effectiveness …

USING FUNCTION SPACE THEORY FOR UNDERSTANDING INTERMEDIATE LAYERS

O Elisha, S Dekel - 2018 - openreview.net
The representational change of input along the intermediate layers is an important aspect of
understanding deep learning architectures. To this end, we propose an approach that relies …