This is a list of awesome prototype-based papers for explainable artificial intelligence.
☆44Dec 12, 2022Updated 3 years ago
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- Official pytorch implementation for CVPR2022 paper "Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training"☆18Apr 11, 2022Updated 4 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 4 years ago
- Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers [https://arxiv.org/pdf/2112.04934.pdf]☆15May 13, 2023Updated 3 years ago
- A TensorFlow [2.0] implementation of ProSeNet: "Interpretable and Steerable Sequence Learning via Prototypes" (Ming et al., 2019)☆13Dec 19, 2019Updated 6 years ago
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- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 5 years ago
- 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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- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆13Apr 7, 2021Updated 5 years ago
- Implementation of Influence Function approximations for differently sized ML models, using PyTorch☆18Sep 15, 2023Updated 3 years ago
- [AAAI 2022] Pytorch implementation of "LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization".☆22Jul 13, 2022Updated 4 years ago
- Fast Contextual Scene Graph Generation with Unbiased Context Augmentation☆11Aug 7, 2023Updated 3 years ago
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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☆66Feb 14, 2022Updated 4 years ago
- Sequence classification in all-subsequence space☆11Aug 21, 2020Updated 6 years ago
- A Knowledge Graph from public databases and scientific literature to extract associations between chemicals and diseases.☆17Jul 9, 2024Updated 2 years ago
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆74Oct 24, 2022Updated 3 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated last year
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- A Survey of Direct Preference Optimization (DPO)☆94Jul 4, 2025Updated last year
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆36Mar 29, 2023Updated 3 years ago
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- PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.☆30Oct 20, 2021Updated 4 years ago
- Counterfactual SHAP: a framework for counterfactual feature importance☆21Jul 6, 2023Updated 3 years ago
- Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).☆14Jul 19, 2024Updated 2 years ago
- NUST-API集合☆10Oct 29, 2018Updated 7 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Knowledge Amalgamation Engine☆100Feb 28, 2024Updated 2 years ago
- This is the paddle code for SeBoW(Self-Born wiring for neural trees), a kind of neural tree born form a large search space☆11Dec 10, 2021Updated 4 years ago
- Project containing examples on how to use AiFi's Public Dataset on People Shopping☆11May 22, 2023Updated 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
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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
- A survey on data-centric foundation models in healthcare.☆78Feb 14, 2026Updated 7 months ago
- TF2 implementation of a domain adversarial neural network☆14Nov 26, 2019Updated 6 years ago
- [IJBHI 2024] This is the official implementation of CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generati…☆11May 14, 2025Updated last year
- Research model for classification and feature extraction of dermatoscopic images☆26May 22, 2023Updated 3 years ago
- [Official Repo: TCBB 2023] SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention☆18Aug 26, 2023Updated 3 years ago