1 code implementation • 5 Jul 2022 • Ainkaran Santhirasekaram, Avinash Kori, Andrea Rockall, Mathias Winkler, Francesca Toni, Ben Glocker
We achieve this by using the natural properties of \emph{hyperbolic geometry} to more efficiently model a hierarchy of symbolic features and generate \emph{hierarchical symbolic rules} as part of our explanations.
1 code implementation • 5 Jul 2022 • Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea Rockall, Ben Glocker
The reliability of segmentation models in the medical domain depends on the model's robustness to perturbations in the input space.