2020年4月8日
Gradient-based Hyperparameter Optimization through Reversible Learning
摘要： Maclaurin D, Duvenaud D, Adams R P, et al. Gradient-based Hyperparameter Optimization through Reversible Learning[J]. arXiv: Machine Learning, 2015. @ 阅读全文
posted @ 2020-04-08 16:56 馒头and花卷 阅读(394) 评论(0) 推荐(0)
Towards Evaluating the Robustness of Neural Networks
摘要： Nicholas Carlini, David Wagner, Towards Evaluating the Robustness of Neural Networks 概 提出了在不同范数下$\ell_0, \ell_2, \ell_{\infty}$下生成adversarial samples的 阅读全文
posted @ 2020-04-08 16:54 馒头and花卷 阅读(795) 评论(0) 推荐(0)
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks
摘要： Nicolas Papernot, Patrick McDaniel, Xi Wu, Somesh Jha, Ananthram Swami, Distillation as a Defense to Adversarial Perturbations against Deep Neural Net 阅读全文
posted @ 2020-04-08 16:50 馒头and花卷 阅读(423) 评论(1) 推荐(0)