Atsutoshi Kumagai

Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space

2022 · arXiv (Cornell University)

Many neural network-based out-of-distribution (OoD) detection methods have been proposed. However, they require many training data for each target task. We propose a simple yet effective meta-learning method to detect OoD with small in-distribution data …