Rose Gurung

ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning

We present Prototypical Pair Network (ProtoPairNet), a novel interpretable architecture that combines deep learning with case-based reasoning to predict continuous targets. While prototype-based models have primarily addressed image classification with discrete outputs, extending these methods to co…