This is a list of awesome prototype-based papers for explainable artificial intelligence.
☆41Dec 12, 2022Updated 3 years ago
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- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 years ago
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- Visual Decision Tree Based on Categorical Attributes☆16Nov 19, 2021Updated 4 years ago
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- Fast Contextual Scene Graph Generation with Unbiased Context Augmentation☆12Aug 7, 2023Updated 2 years ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆38Oct 16, 2023Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26May 15, 2022Updated 3 years ago
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- Official implementation of CVPR2025 paper "Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network"☆22Oct 31, 2025Updated 5 months ago
- PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.☆29Oct 20, 2021Updated 4 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆37Mar 29, 2023Updated 3 years ago
- Counterfactual SHAP: a framework for counterfactual feature importance☆21Jul 6, 2023Updated 2 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 6 months ago
- Official Code for ICML 2023 Data-Efficient Contrastive Self-supervised Learning☆33Apr 16, 2024Updated last year
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆15Feb 20, 2026Updated last month
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- matlab code☆18Dec 19, 2021Updated 4 years ago
- Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).☆13Jul 19, 2024Updated last year
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- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆12May 28, 2022Updated 3 years ago
- Official codebase for paper Disentangled Condensation for Graphs (DisCo). This codebase is based on the open-source Pytorch Geometric fra…☆11Feb 12, 2025Updated last year