PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
☆89Feb 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
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆111Jun 30, 2022Updated 4 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆21Jul 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…☆421May 11, 2022Updated 4 years ago
- 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
- 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of CytoSAE: Interpretable Cell Embeddings for Hematology☆27Jul 17, 2025Updated last year
- This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable i…☆44May 19, 2025Updated last year
- 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
- Code for Stochastic Concept Bottleneck Models☆16Aug 5, 2026Updated 3 weeks ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆11Apr 18, 2025Updated last year
- Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification", Comput…☆18Nov 24, 2025Updated 9 months ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆45Oct 27, 2023Updated 2 years ago
- ☆24Jun 15, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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"☆24Jan 29, 2024Updated 2 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- DeepEverest: a system for efficient DNN interpretation.☆13Jan 22, 2024Updated 2 years ago
- Official PyTorch implementation of improved B-cos models☆61Dec 25, 2025Updated 8 months ago
- Team FDVTS_DR's solutions for MICCAI2022 Diabetic Retinopathy Analysis Challenge (DRAC)☆15Mar 5, 2024Updated 2 years 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 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Generating Counterfactual Explanation Images through Generative Adversarial Learning☆12Jul 1, 2021Updated 5 years ago
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆14Jul 16, 2025Updated last year
- ☆20Aug 4, 2024Updated 2 years ago
- This repository provides a summarization of recent empirical studies/human studies that measure human understanding with machine explanat…☆14Jul 24, 2024Updated 2 years ago
- Code for the paper: Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV 2023.☆19Nov 1, 2023Updated 2 years ago
- [ECCV2024] Official implementation of paper, "DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs".☆154Aug 8, 2024Updated 2 years ago