Abstract: Predicting information popularity in social networks has become a central focus of network analysis. While recent advancements have been made, most existing approaches rely solely on the ...

Abstract: This paper introduces a novel Complex Variational AutoEncoder architecture leveraging complex-valued representations with a single latent channel for radar target detection. Unlike ...

Builds on Toy Models of Superposition and Towards Monosemanticity: Decomposing Language Models With Dictionary Learning. Addressing concerns that correlated features remain entangled in current SAE ...

The cpiVAE learns a shared latent representation across different proteomics platforms. The model consists of platform-specific encoders and decoders connected through a shared latent space, allowing ...

MSD has signed an agreement with Variational AI to use its generative AI (genAI) platform Enki in the discovery of new small-molecule medicines. Vancouver, Canada-based Variational – which emerged in ...