Complex VAE with Heavy-Tailed Likelihood for Radar Target Detection in Sea Clutter

Ting Bai, Jun Tang, Yuxin Xu

To address the heavy-tailed, spike-prone nature of sea clutter and the scarcity of labeled target data, an unsupervised complex-valued variational autoencoder (VAE) for maritime ra…