Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications

Yeli Feng, Daniel Jun Xian Ng, Arvind Easwaran

Uncertainties in machine learning are a significant roadblock for its application in safety-critical cyber-physical systems (CPS). One source of uncertainty arises from distributio…