This is a list of awesome prototype-based papers for explainable artificial intelligence.
☆41Dec 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 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 years ago
- Official pytorch implementation for CVPR2022 paper "Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training"☆18Apr 11, 2022Updated 3 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 3 years ago
- A TensorFlow [2.0] implementation of ProSeNet: "Interpretable and Steerable Sequence Learning via Prototypes" (Ming et al., 2019)☆12Dec 19, 2019Updated 6 years ago
- Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"☆86Nov 16, 2022Updated 3 years ago
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆28Nov 23, 2022Updated 3 years ago
- ☆16Jun 8, 2023Updated 2 years ago
- Visual Decision Tree Based on Categorical Attributes☆16Nov 19, 2021Updated 4 years ago
- (NeurIPS 2019) Deep Model Transferbility from Attribution Maps☆20Sep 25, 2019Updated 6 years ago
- Odyssey: Empowering Minecraft Agents with Open-World Skills☆368Oct 22, 2025Updated 5 months ago
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Apr 23, 2024Updated last year
- ☆25Jun 12, 2025Updated 9 months ago
- Fast Contextual Scene Graph Generation with Unbiased Context Augmentation☆12Aug 7, 2023Updated 2 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Feb 14, 2022Updated 4 years ago
- ☆13Feb 4, 2025Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆48Nov 6, 2024Updated last year
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆76Oct 24, 2022Updated 3 years ago
- A Knowledge Graph from public databases and scientific literature to extract associations between chemicals and diseases.☆17Jul 9, 2024Updated last year
- ☆11Oct 17, 2023Updated 2 years ago
- PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.☆28Oct 20, 2021Updated 4 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆37Mar 29, 2023Updated 2 years 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
- 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
- Monash Scalable Time Series Evaluation Repository☆19Aug 28, 2025Updated 6 months ago
- Labs for deep learning courses at UPC ETSETB TelecomBCN.☆17Updated this week
- NUST-API集合☆10Oct 29, 2018Updated 7 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆15Feb 20, 2026Updated last month
- Knowledge Amalgamation Engine☆99Feb 28, 2024Updated 2 years ago
- Vision Relation Transformer for Unbiased Scene Graph Generation (ICCV 2023)☆22Sep 27, 2023Updated 2 years ago
- 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
- Project containing examples on how to use AiFi's Public Dataset on People Shopping☆11May 22, 2023Updated 2 years ago
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆12May 28, 2022Updated 3 years ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆13Jan 7, 2018Updated 8 years ago
- The dataset and codes of the paper UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-Modal Learning.☆17Sep 21, 2025Updated 6 months ago
- Predicting Gene-Disease Associations☆15Mar 9, 2023Updated 3 years ago