Abstract: Discovering community structure in networks remains a fundamentally ... Hence, this paper proposes Variational Graph Autoencoder for Community Detection (VGAECD). Extensive experiment shows ...

This repository presents an implementation of a Variational Autoencoder (VAE) tailored for the generation ... Advanced VAE architecture optimized for high-dimensional protein structure data. Seamless ...

This ability does not increase further with more complex model structure as shown by the 5-layer VAE. TABLE 3. Variational autoencoder evaluation using MMD and EMD metrics. Variational autoencoder ...

This repository contains the code for the publication "Mastering processing-microstructure complexity through the prediction of thin film structure zone diagrams ... microstructure classification and ...

Generating the periodic structure of stable materials is a long-standing ... We propose a Crystal Diffusion Variational Autoencoder (CDVAE) that captures the physical inductive bias of material ...

Abstract: Discovering community structure in networks remains a fundamentally ... Hence, this paper proposes Variational Graph Autoencoder for Community Detection (VGAECD). Extensive experiment shows ...