Data modelsComputer visionTrainingTask analysisDenoising diffusion models represent a recent emerging topic in computer vision, demonstrating remarkable results in the area of generative modeling. A diffusion model is a deep generative model that is based on two stages, a forward diffusion stage and a...
Danielset al. [25]super-resolutionconditioned on imageNCSNCIFAR-10, CelebA Sahariaet al. [18]super-resolutionconditioned on imageDDPM++FFHQ, CelebA-HQ, ImageNet-1K Avrahamiet al. [114]image editingconditioned on image and maskDDPM, ADMImageNet, CUB, LSUN Bedroom, MS-COCO ...