We present Diffusion-4K, a novel framework for direct ultra-high-resolution image synthesis using text-to-image diffusion models. The core advancements include: (1) Aesthetic-4K Benchmark: addressing ...

To address these challenges, several deep learning models have been proposed for raw image restoration. However, no existing research has utilized a pre-trained diffusion model in a zero-shot manner ...