A neurosymbolic Approach with Epistemic Deep Learning for Hierarchical Image Classification

Ezel Kilicdere, Shireen Kudukkil Manchingal, Fabio Cuzzolin

Deep neural networks achieve high accuracy on image classification tasks. Yet, they often produce overconfident predictions as which fail to express epistemic uncertainty, and freq…