ProtoQuant: Quantization of Prototypical Parts For General and Fine-Grained Image Classification

Mikołaj Janusz, Adam Wróbel, Bartosz Zieliński +1

Prototypical parts-based models offer a "this looks like that" paradigm for intrinsic interpretability, yet they typically struggle with ImageNet-scale generalization and often req…