Yiqin Luo

BID-Net: Balanced Incremental Distillation Network for Fair Dermatological Disease Diagnosis

Given the increasing prevalence of deep learning applications in dermatological disease diagnosis, the pursuit of diagnostic accuracy needs to be accompanied by a focus on decision-making fairness to avoid unfair discrimination against under-represented demographic groups. This requires a tradeoff b…