Magdalena Trędowicz

EPIC: Explanation of Pretrained Image Classification Networks via Prototypes

Explainable AI (XAI) methods generally fall into two categories. Post-hoc approaches generate explanations for pre-trained models and are compatible with various neural network architectures. These methods often use feature importance visualizations, such as saliency maps, to indicate which input re