NLeSC / XAI

Prototyping about eXplainable Artificial Inteligence (XAI)

NLeSC/XAI Issues

ONNX --> plain txt file (lrp toolbox formatting)
Updated 3 years ago7
iNNvestigate heatmaps
Updated 3 years ago
Analyze performance of trained model on 30 subset
Closed 3 years ago
Train CNN on the 30 subset LeafSnap data
Closed 4 years ago1
Expand the 20 subset LeafSnap dataset to 30 classes
Closed 4 years ago2
Experiment1: continuum of the explanation maps?
Closed 4 years ago1
Preprocess Leafsnap data and train a classification CNN
Closed 4 years ago5
iNNvestigate heatmaps
Closed 4 years ago
Model for classification of triangles and squares
Closed 4 years ago
Preparing the Triangles and Squares Rotation and Scale dataset
Closed 4 years ago1
Summary of the experiments notebook
Closed 4 years ago
Put Datasets on SURF Drive
Closed 4 years ago1
Generate a new dataset and test the count CNN
Closed 4 years ago
Heatmaps counting shape models
Closed 4 years ago1
Counting shapes (keras)
Closed 4 years ago4
Regenerate datasets and retrain models
Closed 4 years ago
Counting shapes: Explainability (iNNvestigate)
Closed 4 years ago2
Fix settings in all notebooks in the CNN count demo
Closed 4 years ago
Generate counting shapes dataset
Closed 4 years ago1
Study Captum
Updated 4 years ago
Create document summarizing available XAI Open Source Tools
Closed 4 years ago
Do PyTorch Tutorials
Updated 4 years ago
Count distinct objects (circles)
Closed 5 years ago2
Check other available (soa) tools
Updated 5 years ago
Count overlapping circles
Closed 5 years ago3
Expand the LRP interactive study tool
Updated 5 years ago2
Make a requirenments file for the lrp study tool
Updated 5 years ago2
Implement LRP interactive functionality using suitable graphical library (plotly?)
Updated 5 years ago2
Make the interactive lrp study tool Python 3 compatible
Closed 6 years ago
Install and learn about ONNX
Closed 6 years ago6
Train & demo short-relu on 2 T&S datasets
Closed 6 years ago
T&S Datasets visualization
Closed 6 years ago
Generate MNIST LRP heatmaps
Closed 6 years ago
Generate MNIST data set preview figure
Closed 6 years ago
Make lrp toolbox Python 3 and latest packages compatible
Closed 6 years ago
Install and learn about PyTorch
Closed 6 years ago3
Model I/O in lrp toolbox v 1.2.0. (python)
Closed 6 years ago3
Uncover the hidden strategies of simple neural networks trained for the T&S dataset
Closed 6 years ago
Verifying relevance conservation principle (RCP) of LRP
Closed 6 years ago
Experiement with simple 2 layer "short-relu" NN
Closed 6 years ago1
Study the influence of LRP parameters setting to the resulting heatmap
Updated 6 years ago1
Write 1 page IEEE eScience abstract
Closed 6 years ago
Submit 1 page abstract before end of week 24; write longer paper if possible
Closed 6 years ago3
Generate figures for the paper
Closed 6 years ago
Generate and save relevance maps
Closed 6 years ago
Restructure code to reflect different datasets experiments
Closed 6 years ago
Compute evidence from the relevance maps
Closed 6 years ago1
Structuring the way of setting-up neural networks
Updated 6 years ago
Generate and save the relevance matrix for all test images (triangles & squares dataset)
Closed 6 years ago
Generate LRP heatmaps for LeNet5-maxpool for the triangles and squares dataset
Closed 6 years ago