Overcoming Statistical Shortcuts for Open-ended Visual Counting

Corentin Dancette, Remi Cadene, Xinlei Chen +1

Machine learning models tend to over-rely on statistical shortcuts. These spurious correlations between parts of the input and the output labels does not hold in real-world setting…