VAE (Variational Autoencoder) still presents many challenges. Linum, an AI lab, has detailed the challenges they faced and the valuable insights they gained while developing a VAE that supports both ...

One of the more powerful – and visually stunning – advances in generative AI has been the development of Stable Diffusion models. These models are used for image generation, image denoising, ...

Variational Autoencoders (VAEs) are an artificial neural network architecture to generate new data. They are similar to regular autoencoders, which consist of an encoder and decoder. The encoder takes ...