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prototypical part network

6 papers

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Also known as

PROTOPNETS PROTOPNET PPN

Co-occurring keywords · papers mentioning both

interpretable model (2) interpretable machine learning (2) image classification (2) representation learning (2) part prototype (1) similarity map (1) deformable prototype (1) rashomon set (1) foundation vision model (1) interpretability benchmark (1)

Papers

Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026 Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining ICML 2024 Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations AAAI 2024 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022