DeepCMB: Saliency for Image-to-Image Regression [Poster]
João Luiz Caldeira, High Energy Physics (HEP) USDOE Office of Science (SC), W. Wu, B. Nord · 2019
Saliency is an important technique for machine learning interpretability, often used in classification tasks. In this work we show how saliency can be used in an image-to-image regression task, aiding in the examination of the physics learned by the machine learning model.