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
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…☆16Aug 7, 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
- 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
- spatio-temporal tasks☆16Jul 15, 2024Updated last year
- ☆19Mar 24, 2021Updated 4 years ago
- Python visualization tutorial☆26Nov 8, 2021Updated 4 years ago
- ☆29Oct 24, 2023Updated 2 years ago
- Mechanistic understanding and validation of large AI models with SemanticLens☆50Dec 4, 2025Updated 3 months ago
- Pytorch implementation of "Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning" https://arxiv.org/pdf/1909.08181…☆30Oct 30, 2019Updated 6 years ago
- Dataset and code for the CLEVR-XAI dataset.☆33Oct 3, 2023Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Nov 30, 2022Updated 3 years ago
- Automated Continuous Data Quality Measurement☆12Nov 15, 2023Updated 2 years ago
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated last year
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆241Jan 30, 2026Updated last month
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆42Apr 17, 2024Updated last year
- [EAAI 2024] Template-based Feature Aggregation Network for industrial anomaly detection☆11Mar 6, 2025Updated last year
- This repository contains the implementation code for the paper "Metal Surface Defect Detection Using SLF-YOLO Enhanced YOLOv8 Model."☆19Feb 24, 2025Updated last year
- ☆11Jun 4, 2023Updated 2 years ago
- ☆13Jan 2, 2025Updated last year
- ☆12Jan 10, 2023Updated 3 years ago
- DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.☆23Feb 16, 2026Updated 2 weeks ago
- ☆12Mar 25, 2024Updated last year
- ☆12Sep 28, 2024Updated last year
- [IJBHI 2024] This is the official implementation of CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generati…☆12May 14, 2025Updated 9 months ago
- Pytorch Implementation of the Explainable Conditional Adversarial Autoencoder using Saliency Maps and SHAP (J. of Imaging - MDPI)☆12Mar 5, 2025Updated last year
- Using the CGCNN transfer learning model to pridict the voltages of many kinds of metal-ion battery electrodes☆11Aug 23, 2022Updated 3 years ago
- Project that regroup the state-of-the-art knowledge distillation approaches for unsupervised anomaly detection☆13Oct 10, 2025Updated 4 months ago
- Code for the paper: "T-shape data and probabilistic remaining useful life prediction for Li-ion batteries using multiple non-crossing qua…☆10Aug 4, 2023Updated 2 years ago
- Quantum Algorithms and Quantum Error Correction codes.☆11Feb 14, 2024Updated 2 years ago
- ICCV 2025 Code for "Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection"☆11Nov 26, 2025Updated 3 months ago
- GC-Net: Global Attention Module and Cascade Fusion Network for Steel Surface Defect Detection☆10Dec 2, 2024Updated last year
- Sample notebooks for Juno☆11Mar 1, 2025Updated last year
- Fractals using Python 3☆10Apr 9, 2021Updated 4 years ago
- 基于卷积自编码器和图像金字塔的布料缺陷无监督学习与检测方法☆10Jun 28, 2023Updated 2 years ago
- ☆43Sep 13, 2022Updated 3 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆40Jan 9, 2023Updated 3 years ago