Judith Schepers

Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization

Feature visualizations such as synthetic maximally activating images are a widely used explanation method to better understand the information processing of convolutional neural networks (CNNs). At the same time, there are concerns that these visualizations might not accurately represent CNNs' inner…