implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.
☆27Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for LRP_Pytorch_Resnets_Densenet
Users that are interested in LRP_Pytorch_Resnets_Densenet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 4 years ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆19Jan 28, 2026Updated 3 months ago
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- 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
- Tensorflow/Keras code for the article (Effective Rotation-invariant Point CNN with Spherical Harmonics kernels) :☆34Jan 4, 2021Updated 5 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.
- ☆12Sep 23, 2022Updated 3 years ago
- ☆100Mar 29, 2018Updated 8 years ago
- [NeurIPS XAIA & Springer] Code and notebooks to paper "A Fresh Look at Sanity Checks for Saliency Maps"☆25Jul 12, 2024Updated last year
- The endoscopycorruptions Python package provides utilities to simulate common image corruptions that might occur during endoscopic proced…☆13Oct 14, 2024Updated last year
- Fluent dataset operations, compatible with your favorite libraries☆11Sep 4, 2025Updated 8 months ago
- A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis☆12Feb 29, 2024Updated 2 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆138Feb 19, 2021Updated 5 years ago
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch☆11Apr 7, 2021Updated 5 years ago
- Tutorial repository for the official MOTOR release☆16Feb 22, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆20May 29, 2024Updated last year
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Aug 17, 2023Updated 2 years ago
- ☆14Jan 31, 2019Updated 7 years ago
- GCPR 2023 - DeViL: Decoding Vision features into Language☆12Oct 16, 2023Updated 2 years ago
- Code for my paper "Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression"☆11Sep 15, 2013Updated 12 years ago
- Interpretable Explanations of Black Boxes by Meaningful Perturbation Pytorch☆12Aug 30, 2024Updated last year
- Code implementation of the empirical study paper using ViT for AD classification☆16Oct 30, 2024Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆14Sep 12, 2024Updated last year
- Test project for implementing U-2-Net segmentation network in Barracuda☆17Sep 3, 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.
- ☆13Apr 7, 2024Updated 2 years ago
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆20Jan 17, 2024Updated 2 years ago
- Automatic DX7 programmer☆14Jul 4, 2016Updated 9 years ago
- ☆11May 7, 2021Updated 5 years ago
- On Robustness of Neural Ordinary Differential Equations☆11Oct 12, 2021Updated 4 years ago
- Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CS…☆11Jan 9, 2024Updated 2 years ago
- Correspondence Matrices are Underrated☆18Nov 2, 2020Updated 5 years ago
- In this repository, I aim at providing theoretical and practical notes for fully understanding Yolo models. Then, I show how to label a d…☆11Aug 22, 2022Updated 3 years ago
- ☆15Jan 2, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Automatic VST synthesizer programmers☆13Dec 4, 2017Updated 8 years ago
- ☆21Dec 5, 2023Updated 2 years ago
- Percentile computation for pytorch☆21Mar 30, 2020Updated 6 years ago
- Pytorch implementation of Google TCAV☆10Jan 11, 2019Updated 7 years ago
- Amyloid imaging to prevent Alzheimer's Disease☆15Oct 3, 2025Updated 7 months ago
- A pytorch implementation of: "Unsupervised Deep Learning for Structured Shape Matching"☆16Jun 9, 2021Updated 4 years ago
- This repository contains the source codes for the paper: "SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environm…☆16Oct 11, 2021Updated 4 years ago