Zhixin Zeng

KABON: Knowledge Aggregation with Vision-Language Model for Black-Box Open-Set Domain Adaptation

In this paper, we aim to tackle the challenging Black-Box Open-Set Domain Adaptation (BB-OSDA) task. BB-OSDA enables conducting Open-Set Domain Adaptation (OSDA) with solely a black-box source model, broadening the application scope of OSDA. Inspired by the significant success of pre-trained large v…