Johann Schmidt

Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers

Deep neural networks are applied in more and more areas of everyday life. However, they still lack essential abilities, such as robustly dealing with spatially transformed input signals. Approaches to mitigate this severe robustness issue are limited to two pathways: Either models are implicitly reg…