A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'
☆17Jun 24, 2022Updated 3 years ago
Alternatives and similar repositories for Contrastive-LRP
Users that are interested in Contrastive-LRP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- 使用LSTM及股票因子数据预测未来收益，使用LRP(layer-wise relevance propagation)增强网络可解释性☆31Sep 24, 2019Updated 6 years ago
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 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.
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)☆68Sep 13, 2022Updated 3 years ago
- A python implementation of the paper "GraRep: Learning Graph Representations with Global Structural Information".☆11Jun 7, 2017Updated 8 years ago
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 2022Updated 3 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- The code for AAAI2023 (Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization)☆13Dec 24, 2022Updated 3 years ago
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆12Dec 5, 2024Updated last year
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆18Jun 22, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Mechanistic understanding and validation of large AI models with SemanticLens☆51Dec 4, 2025Updated 3 months ago
- ☆29Oct 24, 2023Updated 2 years ago
- Evaluate robustness of adaptation methods on large vision-language models☆19Aug 23, 2023Updated 2 years ago
- This is the code for semi-supervised robust training (SRT).☆18Mar 24, 2023Updated 3 years ago
- ☆20Jul 28, 2025Updated 7 months ago
- Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)☆14Mar 28, 2022Updated 3 years ago
- [ICML 2023] Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills☆12Jul 15, 2023Updated 2 years ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆242Jan 30, 2026Updated last month
- A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).☆52Feb 13, 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.
- A large-scale dataset composed of high-quality synthetic images aimed at evaluating social biases in LVLMs☆13Oct 6, 2025Updated 5 months ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆40Jan 9, 2023Updated 3 years ago
- Official github repo for ICCV2023 paper 'Multi-event Video-Text Retrieval'☆19Feb 16, 2024Updated 2 years ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆102Nov 2, 2022Updated 3 years ago
- TOKEN-IMPORTANCE GUIDED DIRECT PREFERENCE OPTIMIZATION☆24Jan 26, 2026Updated 2 months ago
- ☆12Jan 10, 2023Updated 3 years ago
- 一个可以直观的看出两张图片区别的组件☆11May 18, 2019Updated 6 years ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆44Apr 17, 2024Updated last year
- ☆13Mar 11, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Easy and ready-to-use script to download bird sound files and jsons from www.xeno-canto.org based on search terms.☆15Apr 7, 2021Updated 4 years ago
- ☆13Jun 28, 2023Updated 2 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆23Oct 13, 2021Updated 4 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆139Feb 19, 2021Updated 5 years ago
- DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.☆25Updated this week
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- Demonstration Web UI to visualize XAITK Saliency functionality.☆18Mar 13, 2025Updated last year