Dexuan Zhang*

Open-set Domain Adaptation via Joint Error based Multi-class Positive and Unlabeled Learning

"Open-set domain adaptation aims to improve the generalization performance of a learning algorithm on a more realistic problem of open-set domain shift where the target data contains an additional unknown class that is not present in the source data. Most existing algorithms include two phases that…