A Cosine Similarity-based Method for Out-of-Distribution Detection

Nguyen Ngoc-Hieu, Nguyen Hung-Quang, The-Anh Ta +3

The ability to detect OOD data is a crucial aspect of practical machine learning applications. In this work, we show that cosine similarity between the test feature and the typical…