Meike Nauta

Neural Prototype Trees for Interpretable Fine-grained Image Recognition

2021

Prototype-based methods use interpretable representations to address the black-box nature of deep learning models, in contrast to post-hoc explanation methods that only approximate such models. We propose the Neural Prototype Tree (ProtoTree), an intrinsically interpretable …