Discovering Robust Convolutional Architecture at Targeted Capacity: A Multi-Shot Approach

Xuefei Ning, Junbo Zhao, Wenshuo Li +4

Convolutional neural networks (CNNs) are vulnerable to adversarial examples, and studies show that increasing the model capacity of an architecture topology (e.g., width expansion)…