Towards Fairness under Label Bias in Image Segmentation: Impact, Measurement and Mitigation

Aditya Parikh, Stella Frank, Sneha Das +1

Labeled datasets reflect the biases of their annotation pipelines, which sometimes introduce label bias: group-conditional label errors that cause systematic performance disparitie…