/explanations_can_be_manipulated

reference implementation for "explanations can be manipulated and geometry is to blame"

Primary LanguagePython

Reference implementation for 'Explanations can be manipulated and geometry is to blame'.

Install dependencies using

 pip install -r requirements.txt

Manipulate an image to reproduce a given target explanation using

python run_attack.py --cuda

Plot softplus expanations for various values of beta using

python plot_expl.py --cuda

To download patterns for pattern attribution, please use the following link:

https://drive.google.com/open?id=1RdvAiUZgfhSE8sVF2JOyURpnk1HQ_hZk

Copy the downloaded file in the models subdirectory.