Yasuto Yokota

Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation

Existing unsupervised domain adaptation (UDA) studies focus on transferring knowledge in an offline manner. However, many tasks involve online requirements, especially in real-time systems. In this paper, we discuss Online UDA (OUDA) which assumes that the target samples are arriving sequentially as…