What do neural networks learn in image classification? A frequency shortcut perspective

Shunxin Wang, Raymond Veldhuis, Christoph Brune +1

Frequency analysis is useful for understanding the mechanisms of representation learning in neural networks (NNs). Most research in this area focuses on the learning dynamics of NN…