Mate Puljiz

Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness

Effective out-of-distribution (OOD) detection is crucial for reliable machine learning models, yet most current methods are limited in practical use due to requirements like access to training data or intervention in training. We present a novel method for detecting OOD data in Transformers based on…