Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations
José Pereira Amorim, Pedro Henriques Abreu, João Santos, Marc Cortes, Víctor Quevedo Vila
Topics & Concepts
Artificial intelligenceComputer sciencePixelPattern recognition (psychology)Image (mathematics)Saliency mapRandom forestClass (philosophy)Deep learningAI in cancer detectionExplainable Artificial Intelligence (XAI)Radiomics and Machine Learning in Medical Imaging