How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification

no code implementations • ICLR 2019 • Suhua Lei, huan zhang, Ke Wang, Zhendong Su

In light of a recent study on the mutual influence between robustness and accuracy over 18 different ImageNet models, this paper investigates how training data affect the accuracy and robustness of deep neural networks.

General Classification Image Classification