Right Regions, Wrong Labels: Semantic Label Flips in Segmentation under Correlation Shift

Akshit Achara, Yovin Yahathugoda, Nick Byrne +4

The robustness of machine learning models can be compromised by spurious correlations between non-causal features in the input data and target labels. A common way to test for such…