Felix Ong Wei Cong

Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias

Domain adaptation is a critical task in machine learning that aims to improve model performance on a target domain by leveraging knowledge from a related source domain. In this work we introduce Universal Semi-Supervised Domain Adaptation (UniSSDA) a practical yet challenging setting where the targe…