Tag: covae

CoVAE: Consistency Training of Variational Autoencoders arXiv:2507.09103v1 Announce Type: new Abstract: Current state-of-the-art generative approaches frequently rely on a two-stage training procedure, where an autoencoder (often a VAE) first performs dimensionality reduction, followed by training a generative model on the learned latent space. While effective, this introduces computational overhead and increased sampling times. We challenge…