Known Meets Unknown: Mitigating Overconfidence in Open Set Recognition

Dongdong Zhao, Ranxin Fang, Changtian Song +2

Open Set Recognition (OSR) requires models not only to accurately classify known classes but also to effectively reject unknown samples. However, when unknown samples are semantica…