2023
What do neural networks learn in image classification? A frequency shortcut perspective
ICCV 2023poster
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 NNs for regression tasks, while little for classification. This study empirically investigates the latter and expands the…