Effective Out-of-Distribution Detection Method Using Transformation Smoothness in Transformers

The author introduces a novel method, BLOOD, for out-of-distribution detection in Transformers based on transformation smoothness between intermediate layers. The approach leverages the differences in representation transformations of in-distribution and out-of-distribution data.