Aditya Shankar Pal

Label Dependency Aware Loss for Reliable Multi-Label Medical Image Classification

A key challenge in multi-label classification is to model the dependencies between the labels while ensuring proper calibration, as the assumption of label independence often results in inferior classification performance and poor calibration. However, most of the earlier works that modeled label de…