The Gaussian Discriminant Variational Autoencoder (GdVAE) - A Self-Explainable Model with Counterfactual Explanations
Copyright © 2024 Ruhr West University of Applied Sciences, Bottrop, Germany AND e:fs TechHub GmbH, Gaimersheim, Germany.
This Source Code Form is subject to the terms of the Apache License 2.0. If a copy of the APL2 was not distributed with this file, You can obtain one at https://www.apache.org/licenses/LICENSE-2.0.txt.
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Architecture | Installation | Example | Citation
Begin by creating an empty anaconda environment
conda create -n gdvae
Activate the gdvae environment:
conda activate gdvae
Install pip with
conda install pip
Finally install the required packages with
pip install -r requirements.txt
If this code is useful to your work, please cite our paper as follows:
@InProceedings{Haselhoff_2024_ECCV,
author = {Haselhoff, Anselm and Trelenberg, Kevin and Küppers, Fabian and Schneider, Jonas},
title = {The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2024}
}