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
- 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
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- AI Agents on 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.
- A pytorch implementation of the ICCV2021 workshop paper SimDis: Simple Distillation Baselines for Improving Small Self-supervised Models☆14Jul 15, 2021Updated 4 years ago
- Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)☆68Sep 13, 2022Updated 3 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 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
- Experiments on AMSGrad -- pytorch version☆12May 30, 2018Updated 7 years ago
- The code for AAAI2023 (Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization)☆12Dec 24, 2022Updated 3 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
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆28Jun 9, 2017Updated 8 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.
- Mechanistic understanding and validation of large AI models with SemanticLens☆53Dec 4, 2025Updated 5 months ago
- ☆29Oct 24, 2023Updated 2 years ago
- Evaluate robustness of adaptation methods on large vision-language models☆19Aug 23, 2023Updated 2 years ago
- ☆19Mar 24, 2021Updated 5 years ago
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆47Nov 6, 2024Updated last year
- ☆19Jul 28, 2025Updated 9 months ago
- Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)☆14Mar 28, 2022Updated 4 years ago
- ☆11Oct 17, 2023Updated 2 years ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆246May 13, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A large-scale dataset composed of high-quality synthetic images aimed at evaluating social biases in LVLMs☆15Apr 7, 2026Updated last month
- ☆13Mar 5, 2023Updated 3 years ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆102Nov 2, 2022Updated 3 years ago
- The toolkit to explain Keras model predictions.☆14Aug 2, 2024Updated last year
- ☆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 7 years ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆44Apr 17, 2024Updated 2 years ago
- [IJBHI 2024] This is the official implementation of CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generati…☆11May 14, 2025Updated last year
- ☆14Jun 28, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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
- Codes accompanying the paper "LaProp: a Better Way to Combine Momentum with Adaptive Gradient"☆31Jul 30, 2020Updated 5 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆138Feb 19, 2021Updated 5 years ago
- DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.☆25May 13, 2026Updated last week
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- [XAI4CV CVPR 2023] Towards Evaluating Explanations of Vision Transformers for Medical Imaging☆10Dec 1, 2023Updated 2 years ago
- ADAG: Transluce's MLP neuron-level circuit tracing library☆26Apr 10, 2026Updated last month