Shortcut Detection with Variational Autoencoders

1 code implementation • 8 Feb 2023 • Nicolas M. Müller, Simon Roschmann, Shahbaz Khan, Philip Sperl, Konstantin Böttinger

For real-world applications of machine learning (ML), it is essential that models make predictions based on well-generalizing features rather than spurious correlations in the data.

Disentanglement