A variational autoencoder (VAE) is a deep neural system that can be used to generate synthetic data. VAEs share some architectural similarities with regular neural autoencoders (AEs) but an AE is not ...

There are research efforts to complement an autoencoder with an advanced type of autoencoder called a variational autoencoder (VAE). VAEs tend to underfit so the idea is to combine a basic autoencoder ...

The mapping produced by VAE means that model factors are adjusted to the level of the interest rates, producing the best fit across all market regimes. The autoencoder-generated map of market regimes ...

Porsche Engineering is using some exceptionally clever, definitely nerdy AI-based algorithms to make assisted driving technologies safer. Its AI system is successfully noting oddities like, for ...