Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images

no code implementations • 19 Jan 2021 • Kathryn Schutte, Olivier Moindrot, Paul Hérent, Jean-Baptiste Schiratti, Simon Jégou

We validate our approach on histology and radiology images, and demonstrate its ability to provide meaningful explanations that are more informative than GradCAM heatmaps.