Aishwarya Soni

Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation

Adversarial robustness in the context of Unsupervised Domain Adaptation (UDA) is particularly challenging due to the lack of labels in the target domain. Pseudo labels are often used to make adversarial robust models but compromise robustness and accuracy, falling short of the performance due to noi…