Jiening Jiao

Weakly Supervised Open-Set Domain Adaptation by Dual-Domain Collaboration

In conventional domain adaptation, a critical assumption is that there exists a fully labeled domain (source) that contains the same label space as another unlabeled or scarcely labeled domain (target). However, in the real world, there often exist application scenarios in which both domains are par…