Ziliang Chen

Open Set Domain Adaptation By Novel Class Discovery

2022 · arXiv (Cornell University)

In Open Set Domain Adaptation (OSDA), large amounts of target samples are drawn from the implicit categories that never appear in the source domain. Due to the lack of their specific belonging, existing methods indiscriminately …