PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
☆87Feb 22, 2024Updated 2 years ago
Alternatives and similar repositories for PIPNet
Users that are interested in PIPNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, …☆17Mar 31, 2021Updated 5 years ago
- [ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification☆35Mar 27, 2025Updated last year
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 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
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆20Jul 8, 2024Updated 2 years ago
- Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Clas…☆13Oct 21, 2023Updated 2 years ago
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆422May 11, 2022Updated 4 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- ☆18Sep 19, 2024Updated last year
- [TPAMI 2025] Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition☆23May 25, 2025Updated last year
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆41Dec 6, 2022Updated 3 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Feb 20, 2026Updated 5 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.
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆108May 28, 2024Updated 2 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 3 years ago
- PyTorch Implementation of Iterative Patch Selection for High-Resolution Image Recognition☆19Feb 16, 2024Updated 2 years ago
- A High-Quality Diabetic Retinopathy Pixel-Level Annotation Dataset☆17Dec 9, 2025Updated 7 months ago
- Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning☆19Sep 11, 2022Updated 3 years ago
- Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CS…☆11Jan 9, 2024Updated 2 years ago
- A clean, modern, and fully responsive HTML résumé (CV) template☆14Mar 13, 2026Updated 4 months ago
- ☆20Apr 14, 2023Updated 3 years ago
- Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification", Comput…☆18Nov 24, 2025Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆45Oct 27, 2023Updated 2 years ago
- ☆32Oct 31, 2022Updated 3 years ago
- Official PyTorch implementation of WPS from our paper: WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models☆14Jun 12, 2025Updated last year
- 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
- The official implementation of "TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis"☆23Jan 29, 2024Updated 2 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 6 years ago
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆13Dec 5, 2024Updated last year
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 5 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official PyTorch implementation of improved B-cos models☆60Dec 25, 2025Updated 6 months ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 3 years ago
- This is a curated semantic version of the PASCAL-Part dataset for part-based object detection. Objects are aligned with WordNet and Yago …☆14Jan 19, 2022Updated 4 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- Example of loading pytorch model in C++ with libtorch☆13Aug 5, 2019Updated 6 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Nov 17, 2020Updated 5 years ago
- implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers…☆27Mar 7, 2024Updated 2 years ago