The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes".
☆55Dec 3, 2024Updated last year
Alternatives and similar repositories for Deformable-ProtoPNet
Users that are interested in Deformable-ProtoPNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 4 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 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.
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 3 years ago
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 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
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆85Feb 22, 2024Updated 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
- ☆14Jul 5, 2023Updated 2 years ago
- [ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification☆34Mar 27, 2025Updated last year
- ☆13Jun 13, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆16Oct 2, 2022Updated 3 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- 基于可变卷积改进的U-Net网络实现对胰腺细胞的精准切割☆10Mar 24, 2020Updated 6 years ago
- ☆18Sep 19, 2024Updated last year
- ☆16Oct 16, 2023Updated 2 years ago
- Python Vasculature Biomarker toolbox API☆16Jan 1, 2026Updated 4 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆107May 28, 2024Updated last year
- Concept Bottleneck Models, ICML 2020☆254Feb 24, 2023Updated 3 years ago
- [IEEE TMI 2025] Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi- supervised Medical Image Segmentation☆18Aug 4, 2025Updated 9 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- B-cos Networks: Alignment is All we Need for Interpretability☆117Nov 20, 2023Updated 2 years ago
- "Exploring Vision Transformers for Fine-grained Classification" at CVPRW FGVC8☆30Jun 25, 2021Updated 4 years ago
- Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components [NeurIPS 2019]☆13Mar 31, 2020Updated 6 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 8 months ago
- Towards Automatic Concept-based Explanations☆164May 1, 2024Updated 2 years ago
- Fine-Grained Visual Classification using Self Assessment Classifier☆14Jul 21, 2022Updated 3 years ago
- Code for the Nadaraya-Watson Head - an interpretable/explainable, nonparametric classification head which can be used with any neural net…☆10Jul 16, 2024Updated last year
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆33Feb 5, 2026Updated 3 months ago
- Accurate encoding of histologic images into StyleGAN space for discovery and explainability☆13Oct 8, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICCV 2023] Deep Equilibrium Object Detection☆28Jun 18, 2025Updated 11 months ago
- Generating Counterfactual Explanation Images through Generative Adversarial Learning☆12Jul 1, 2021Updated 4 years ago
- a TensorFlow implementation of the paper "Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Ima…☆13Nov 30, 2021Updated 4 years ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆62Nov 6, 2023Updated 2 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Feb 23, 2023Updated 3 years ago
- [ICML-2025] We introduce Lie group Relative position Encodings (LieRE) that goes beyond RoPE in supporting n-dimensional inputs.☆30Aug 13, 2025Updated 9 months ago
- ☆13Mar 5, 2025Updated last year