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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 ...

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Wide shot of a tranquil river mirroring the diverse skyline of a bustling Indian city at dawn. The calm waters provide a sharp contrast to the dynamic urban life just steps away. Wide shot of a ...