Hong-Yu Jin

From Failure Prediction to Component Selection in Semantic Segmentation

Reliable scene understanding requires deciding which predictions to trust, retain, or inspect. In semantic segmentation, component failure predictors support these decisions, but their predictive performance does not fully describe the value of the resulting selection. We develop a decision-centered evaluation framewor...