Jihun Hamm

Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning

2021 · arXiv (Cornell University)

Unsupervised domain adaptation (UDA) enables cross-domain learning without target domain labels by transferring knowledge from a labeled source domain whose distribution differs from that of the target. However, UDA is not always successful and several …