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Dec 27, 2017 - Jupyter Notebook
lrp
Here are 30 public repositories matching this topic...
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Mar 29, 2018 - Python
Transfer Explainability via Layer-Wise Relevance Propagation Demo for AAAI
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Sep 25, 2019 - Python
Tensorflow tutorial for various Deep Neural Network visualization techniques
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Aug 22, 2020 - Jupyter Notebook
Simulate directional sound – deep neural network (DNN) – layer-wise relevance propagation (LRP)
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Oct 14, 2020 - Jupyter Notebook
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
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Feb 19, 2021 - Python
Implementation of explainability algorithms (layer-wise relevance propagation, local interpretable model-agnostic explanations, gradient-weighted class activation mapping) on computer vision architectures to identify and explain regions of COVID 19 pneumonia in chest X-ray and CT scans.
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May 31, 2021 - Jupyter Notebook
Pytorch implementation of various neural network interpretability methods
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Mar 8, 2022 - Jupyter Notebook
Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)
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Mar 28, 2022 - Jupyter Notebook
Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.
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Aug 7, 2022 - Python
A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
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Nov 2, 2022 - Python
eirspo official branch of odoo for better localization and openness
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Nov 22, 2022 - JavaScript
Repository for the 'best student paper award' winning paper at the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS 2022), Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography, Mahbub Ul Alam, Jón Rúnar Baldvinsson and Yuxia Wang. https://doi.org/10.11…
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Nov 22, 2022 - Python
[ECCV 2022: Oral] In this work, we discover that color is a crtical transferable forensic feature (T-FF) in universal detectors for detecting CNN-generated images.
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Jan 25, 2023 - Python
We predict religion from personal names only.
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May 20, 2023 - Jupyter Notebook
This repository contains the code to generate the questionnaire that was conducted for the sake of our paper *Geißler et al.: Study on the Helpfulness of Explainable Artificial Intelligence (2022)* as well as the scripts for the analysis of the gathered survey results.
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Sep 16, 2023 - Jupyter Notebook
Repository for the journal article 'SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography pathology prediction'
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Nov 21, 2023 - Python
Code used in paper 'Comprehensive social trait judgments from faces in autism spectrum disorder'
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Jan 14, 2024 - Jupyter Notebook
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