Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task

Jiuhai Chen, Chen Zhu, Bin Dai

Self-supervised learning (SSL) has achieved great success in a variety of computer vision tasks. However, the mechanism of how SSL works in these tasks remains a mystery. In this p…