...Yao Zhu; Xinyu Wang; Ronald Salloum; Hong-Shuo Chen; C.-C. Jay Kuo Generative adversarial networks (GANs) are often used to synthesize realistic looking images, which can be a source of dis/misinformation. To detect GAN-fake images effectively, a robust and lightweight detector is proposed...

... autoencoder (VAE) with a generative adversarial network (GAN). In the VA-GAN model, VAE learns the latent representations of high-dimensional features (CWT-F0, XWT-F0), while the discriminator of the GAN can use the learned feature representations as a basis for a VAE reconstruction objective...