RealDeal refines smoothed latent-diffusion brain MRIs with patch-based image-to-image diffusion, cutting FID from 46.6 to 17.3 and improving LPIPS, noise, and sharpness metrics.
Advances in Neural Information Processing Systems30 (2017) 2, 5, 6, 9
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RealDeal: Enhancing Realism and Details in Brain Image Generation via Image-to-Image Diffusion Models
RealDeal refines smoothed latent-diffusion brain MRIs with patch-based image-to-image diffusion, cutting FID from 46.6 to 17.3 and improving LPIPS, noise, and sharpness metrics.