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 ...

VAE s replace the simple parametric forms of conventional model equations. They are used for the optimal mapping of complex, high-dimensional market data such as yield-curve and volatility surface to ...

With help from artificial intelligence, MIT researchers have designed novel antibiotics that can combat two hard-to-treat infections: drug-resistant Neisseria gonorrhoeae and multi-drug-resistant ...

Edit, a free, open-source AI tool that rivals Adobe Photoshop with advanced text-prompt editing and powerful bilingual text ...

Researchers at MIT have developed novel antibiotics using generative AI, targeting two drug-resistant bacterial pathogens: ...

To understand what, how and when these unlikely incidents might occur, the researchers have used an artificial neural network they call a variational autoencoder (VAE).

Beyond students writing essays with ChatGPT and people generating memes with Gemini, artificial intelligence is facilitating ...