Implementation of Concept-level Debugging of Part-Prototype Networks
☆12May 9, 2023Updated 3 years ago
Alternatives and similar repositories for protopdebug
Users that are interested in protopdebug are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of BPA (CVPR 2022)☆13Jun 17, 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
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable i…☆45May 19, 2025Updated last year
- Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".☆15Apr 4, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Mar 19, 2021Updated 5 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆26Jun 28, 2023Updated 3 years ago
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- [TMI 2025] Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation☆16Mar 28, 2025Updated last year
- Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets☆12May 25, 2023Updated 3 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 3 years ago
- Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.☆12Oct 21, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆17Aug 30, 2026Updated last month
- ☆13Oct 2, 2023Updated 3 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- Official PyTorch implementation of paper: "Revisiting the Importance of Amplifying Bias for Debiasing" (AAAI 2023)☆19Dec 30, 2022Updated 3 years ago
- Explainable Interactive Concept Learning☆15Mar 26, 2023Updated 3 years ago
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆19Dec 15, 2023Updated 2 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 3 years ago
- CAIPI turns LIMEs into trust!☆12May 30, 2020Updated 6 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆17Oct 7, 2022Updated 4 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.
- Complexity vs. Accuracy: On Mechanistic Interpretability's Dependence on the Linear Representation Hypothesis☆14Oct 9, 2025Updated last year
- ☆13May 26, 2023Updated 3 years ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 3 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆96May 20, 2024Updated 2 years ago
- Explaining Deep Convolutional Neural Networks via Unsupervised Visual-Semantic Filter Attention (CVPR 2022)☆20Mar 31, 2022Updated 4 years ago
- ☆18Jan 17, 2023Updated 3 years ago
- ☆10May 23, 2025Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Jun 8, 2023Updated 3 years ago
- [CVPR'26] Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward☆17Apr 7, 2026Updated 6 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.
- The dataset and code of XplainLLM paper☆14Sep 24, 2024Updated 2 years ago
- A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning [AACL 2022]☆29Mar 14, 2023Updated 3 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆111May 28, 2024Updated 2 years ago
- ☆13Aug 19, 2024Updated 2 years ago
- A Data Science pipeline for Algorithmic Trading: A comparative study in applications to Finance and cryptoeconomics☆14Jul 1, 2022Updated 4 years ago
- XAI Library☆21Nov 26, 2025Updated 11 months ago
- A Python module for mapping multiple high-dimensional datasets into a common low-dimensional space.☆10Mar 29, 2018Updated 8 years ago