How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability

Yijin Zhou, Yutang Ge, Wenyuan Xie +3

Transformers excel in natural language processing and computer vision tasks. However, they still face challenges in generalizing to Out-of-Distribution (OOD) datasets, i.e. data wh…