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☆15Nov 22, 2023Updated 2 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆80Feb 22, 2024Updated 2 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆109Jun 30, 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
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆406May 11, 2022Updated 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.
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆19Jul 8, 2024Updated last year
- [TMI 2025] Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation☆15Mar 28, 2025Updated last year
- A repository for Prototype Attention-based Multiple Instance Learning.☆14Jun 29, 2024Updated last year
- a project of resilience assessment for a bus-rail transit network☆13Jul 4, 2023Updated 2 years ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆40Feb 9, 2023Updated 3 years ago
- Pytorch学习基础教程😎😎😎☆12Jun 30, 2025Updated 9 months ago
- Web app using Pyodide to demo different types of Scikit-learn classifiers☆12Apr 16, 2022Updated 3 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 2 years ago
- 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.
- [ECCV 2022] Contrastive Prototypical Network with Wasserstein Confidence Penalty☆11Oct 20, 2022Updated 3 years ago
- Mixture of Decision Trees for Interpretable Machine Learning☆11Sep 2, 2021Updated 4 years ago
- [ISBI 2024 Oral]BS-Diff: Effective Bone Suppression in CXRs via Conditional Diffusion Models☆12Jul 4, 2025Updated 9 months ago
- Official implementation for Text Generation Beyond Discrete Token Sampling☆24Aug 11, 2025Updated 7 months ago
- [MICCAI 2025] GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images☆15Mar 12, 2026Updated 3 weeks ago
- ☆14Jan 23, 2026Updated 2 months ago
- This is the paddle code for SeBoW(Self-Born wiring for neural trees), a kind of neural tree born form a large search space☆11Dec 10, 2021Updated 4 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆44Oct 27, 2023Updated 2 years ago
- Official implementation of Data Contamination Can Cross Language Barriers☆12Sep 11, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Tasks for describing differences between text distributions.☆17Aug 9, 2024Updated last year
- Bone suppression in chest X-rays: A deep survey. ℱℯℯ𝓁 𝒻𝓇ℯℯ to contribute!☆15Oct 31, 2025Updated 5 months ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 4 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- [NeurIPS'22] PyTorch library to compare similarity between NN representations☆13Feb 27, 2025Updated last year
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- This script automates the download of preprocessed brain imaging data from the ABIDE dataset, focusing on a specific derivative, preproce…☆26Aug 28, 2023Updated 2 years ago
- MMLNB: Multi-Modal Learning for Neuroblastoma Subtyping Classification Assisted with Textual Description Generation☆21Mar 20, 2025Updated last year
- 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.
- [NeurIPS '24] Code repo for the paper entitled "Learning Structured Representations with Hyperbolic Embeddings" at NeurIPS 2024☆24Jan 22, 2025Updated last year
- Code to replicate the key results from Exploring the Limits of Out-of-Distribution Detection (https://arxiv.org/abs/2106.03004) by Stanis…☆44Jan 14, 2022Updated 4 years ago
- Experiments with experimental rule-based models to go along with imodels.☆18Mar 11, 2026Updated 3 weeks ago
- Deep Learning Head Pose Estimation using PyTorch.☆14Sep 10, 2019Updated 6 years ago
- Handle all your optional dependencies with a single call!☆20Jan 24, 2024Updated 2 years ago
- Fundus Image-label Pairs Synthesis and Retinopathy Screening via GANs with Class-imbalanced Semi-supervised Learning☆24Apr 22, 2023Updated 2 years ago
- [NeurIPS 23] Characterizing OOD Error via Optimal Transport☆13Nov 19, 2023Updated 2 years ago