← Search

Thomas Lee

2 accepted papers

2021

Towards Robustness of Deep Neural Networks via Regularization

ICCV 2021poster

Recent studies have demonstrated the vulnerability of deep neural networks against adversarial examples. Inspired by the observation that adversarial examples often lie outside the natural image data manifold and the intrinsic dimension of image data is much smaller than its pixel space dimension, w…

Cited by 18PDFcodeScholar