This is a list of awesome prototype-based papers for explainable artificial intelligence.
☆42Dec 12, 2022Updated 3 years ago
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- Official PyTorch implementation of paper "Schema Inference for Interpretable Image Classification" (ICLR 2023)☆15Apr 6, 2023Updated 3 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 years ago
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- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
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- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Feb 14, 2022Updated 4 years ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆50Nov 6, 2024Updated last year
- Human Activity Segmentation Challenge 2023 @ ECML/PKDD☆13Nov 2, 2023Updated 2 years ago
- Privacy review and statistical disclosure control methods for covid public case data.☆17Jul 9, 2024Updated last year
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- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆37Mar 29, 2023Updated 3 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 9 months ago
- Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AA…☆77Nov 21, 2017Updated 8 years ago
- Official Code for ICML 2023 Data-Efficient Contrastive Self-supervised Learning☆33Apr 16, 2024Updated 2 years ago
- WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification☆19May 5, 2025Updated last year
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- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Feb 20, 2026Updated 4 months ago
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- GCPR 2023 - DeViL: Decoding Vision features into Language☆12Oct 16, 2023Updated 2 years ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 3 years ago
- TF2 implementation of a domain adversarial neural network☆14Nov 26, 2019Updated 6 years ago
- matlab code☆18Dec 19, 2021Updated 4 years ago
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆13May 28, 2022Updated 4 years ago
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