Zhou Zhidan

DomED: Redesigning Ensemble Distillation for Domain Generalization

Domain generalization aims to improve model performance on unseen, out-of-distribution (OOD) domains, yet existing methods often overlook the crucial aspect of uncertainty quantification in their predictions. While ensemble learning combined with knowledge distillation offers a promising avenue, nai…