This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, contrast and saturation in a prototype
☆17Mar 31, 2021Updated 5 years ago
Alternatives and similar repositories for Explaining_Prototypes
Users that are interested in Explaining_Prototypes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 years ago
- This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in D…☆34Feb 18, 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
- Code for the experiments of the ICML 2021 Interpretability workshop paper "This Looks Like That... Does it? Shortcomings of Latent Space …☆20May 29, 2023Updated 3 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- [TMI 2025] Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation☆16Mar 28, 2025Updated last year
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 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
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆21Jul 8, 2024Updated 2 years ago
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆425May 11, 2022Updated 4 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- [TPAMI 2025] Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition☆23May 25, 2025Updated last year
- ☆19Nov 3, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR'25] Official repository of paper: Ranking-aware adapter for text-driven image ordering with CLIP☆16Apr 17, 2025Updated last year
- ☆12Sep 4, 2023Updated 3 years ago
- Shazam music identification algorithm http://squobble.blogspot.com/2005/04/shazamhome.html☆12May 27, 2018Updated 8 years ago
- Generating Counterfactual Explanation Images through Generative Adversarial Learning☆12Jul 1, 2021Updated 5 years ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 3 years ago
- [ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification☆35Mar 27, 2025Updated last year
- A clean, modern, and fully responsive HTML résumé (CV) template☆14Mar 13, 2026Updated 7 months ago
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- Adversarial Black box Explainer generating Latent Exemplars☆10May 18, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆42Dec 13, 2019Updated 6 years ago
- Lightweight Industrial Ontology Support☆21Nov 27, 2025Updated 11 months ago
- Agent-interpretable data-science tools, evolved via autoresearch (NeurIPS 2026).☆16Oct 5, 2026Updated 3 weeks ago
- a project of resilience assessment for a bus-rail transit network☆15Jul 4, 2023Updated 3 years ago
- Pytorch Code☆17May 7, 2025Updated last year
- Pytorch学习基础教程😎😎😎☆12Jun 30, 2025Updated last year
- ☆15Feb 7, 2026Updated 8 months ago
- Mixture of Decision Trees for Interpretable Machine Learning☆11Sep 2, 2021Updated 5 years ago
- ☆10Aug 12, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Web app using Pyodide to demo different types of Scikit-learn classifiers☆13Apr 16, 2022Updated 4 years ago
- ☆13Jul 10, 2024Updated 2 years ago
- An unofficial pytorch implementation of CVPR2021 paper "Checkerboard Context Model for Efficient Learned Image Compression".☆19Nov 17, 2023Updated 2 years ago
- Repository for our Nature Scientific Data paper: An annotated grain kernel image database for visual quality inspection.☆13Nov 20, 2023Updated 2 years ago
- This repository includes the introduction to uncertain label in Chest X-Ray diagnosis.☆10Oct 20, 2024Updated 2 years ago
- ☆14May 26, 2025Updated last year
- ☆17Oct 9, 2025Updated last year