no code implementations • 29 Dec 2021 • Christina M. Funke, Paul Vicol, Kuan-Chieh Wang, Matthias Kümmerer, Richard Zemel, Matthias Bethge
Exploiting such correlations may increase predictive performance on noisy data; however, often correlations are not robust (e. g., they may change between domains, datasets, or applications) and models that exploit them do not generalize when correlations shift.
1 code implementation • 20 Apr 2020 • Christina M. Funke, Judy Borowski, Karolina Stosio, Wieland Brendel, Thomas S. A. Wallis, Matthias Bethge
In the second case study, we highlight the difference between necessary and sufficient mechanisms in visual reasoning tasks.
no code implementations • 22 Feb 2017 • Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
Here we present a parametric model for dynamic textures.