Machine Learning in Elixir

Generating with GANs

Variational autoencoders are somewhat impressive generative models for how easy they are to train; but up until recently, they weren’t seen as all that useful for generative AI. Before diffusion models, the most popular and most powerful generative models were variants of generative adversarial networks or GANs.

Diffusion Models
	Recent developments in generative modeling using diffusion have lead to incredible breakthroughs. Stable Diffusion, a specific type of diffusion model, has quickly become one of the most popular deep learning models on the internet. For many image generation tasks, you’ll find a pre-trained diffusion ...