论文标题
深神经网络是“强大的”吗?
Are Deep Neural Networks "Robust"?
论文作者
论文摘要
将离群值与嵌入式分开是计算机视觉中鲁棒性的定义。本文描述了深层神经网络与典型的稳健估计器有多不同。深层神经网络并不是通过这种传统定义强大的。
Separating outliers from inliers is the definition of robustness in computer vision. This essay delineates how deep neural networks are different than typical robust estimators. Deep neural networks not robust by this traditional definition.