Domènec Puig

Analyzing Stability of Convolutional Neural Networks in the Frequency Domain

2015 · arXiv (Cornell University)

Understanding the internal process of ConvNets is commonly done using visualization techniques. However, these techniques do not usually provide a tool for estimating the stability of a ConvNet against noise. In this paper, we show …