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 ...

Model architecture Stable Diffusion uses a variational autoencoder (VAE) to generate detailed images from a caption with only a few words. Unlike prior autoencoder-based diffusion models, Stable ...

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 ...

MIT researchers used AI to kill drug-resistant gonorrhea and MRSA bacteria. Dive into how artificial intelligence facilitated ...

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).

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: ...