A collaborative research team led by Professor Pan Feng from the School of New Materials at Peking University Shenzhen Graduate School has developed a topology-based variational autoencoder framework ...

KEYWORDS: Variational Auto-Encoder, Speeded-Up Robust Features Hybrd Model JOURNAL NAME: Journal of Computer and Communications, Vol.13 No.4, April 27, 2025 ABSTRACT: Anomaly detection in complex ...

This study introduces a novel approach to music generation using a Variational Autoencoder (VAE) model, which incorporates style embeddings for enhanced control over the generated music. The model ...

To this end, we propose a multi-domain variational autoencoder framework consisting of multiple domain-specific branches and a latent space shared across all branches for cross-domain information ...

An implicit-derivative-based reparameterization trick enables the use of a gamma distribution in a variational autoencoder. The latent variables in the generative model are inferred using the ...