1 code implementation • ICLR 2022 • Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf
In a study, we assess if participants can identify the relevant set of attributes compared to the ground-truth.
1 code implementation • 6 May 2021 • Martin Schuessler, Philipp Weiß, Leon Sixt
However, few of these approaches are subjected to human-subject evaluations, partly because it is challenging to design controlled experiments with natural image datasets, as they leave essential factors out of the researcher's control.
no code implementations • 1 Jan 2021 • Leon Sixt, Martin Schuessler, Philipp Weiß, Tim Landgraf
Using PCA on the classifier’s input, we can also create “isofactuals”– image interpolations with the same outcome but visually meaningful different features.
no code implementations • 29 Jul 2020 • Milagros Miceli, Martin Schuessler, Tianling Yang
We define data annotation as a sense-making practice, where annotators assign meaning to data through the use of labels.