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cs.CV2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
Emiel Hoogeboom, Thomas Mensink, Jonathan Heek +3
Latent diffusion models have become the popular choice for scaling up diffusion models for high resolution image synthesis. Compared to pixel-space models that are trained end-to-e…
cs.CV2024
Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations
Manoj Kumar, Neil Houlsby, Emiel Hoogeboom
Generating image variations, where a model produces variations of an input image while preserving the semantic context has gained increasing attention. Current image variation tech…