William Yolland

Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization

2023 · arXiv (Cornell University)

We demonstrate that L2 normalization over feature space can produce capable performance for Out-of-Distribution (OoD) detection for some models and datasets. Although it does not demonstrate outright state-of-the-art performance, this method is notable for its …