Which process involves a model learning to remove noise from images?SamplingForward diffusionReverse diffusionGANs

What is the process of forward diffusion?Start with a noisy image and remove noise randomlyStart with a clean image and add noise iterativelyStart with a noisy image and remove noise iterativelyStart with a clean image and add noise randomly

What is the goal of diffusion models?To encode images to a compressed size, then decode back to the original sizeTo generate images by treating an image as a sequence of vectorsTo pit two neural networks against each otherTo learn the latent structure of a dataset by modeling the way in which data points diffuse through the latent space

Describe the model of image degradation/ restoration process. State the various noise models

What is the name of the model family that draws inspiration from physics and thermodynamics?Diffusion modelsAutoregressive modelsGenerative adversarial networksVariational autoencoders

Within generative AI (GAI), Stable Diffusion is famous model to