Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation

Xuming Ran, Mingkun Xu, Lingrui Mei +2

Variational autoencoders (VAEs) are influential generative models with rich representation capabilities from the deep neural network architecture and Bayesian method. However, VAE…