Abstract: Recently, diffusion models as a hot paradigm have shown considerable superiority in image restoration with an unsupervised manner. However, they require iterative refinement from isotropic ...

To generate unconditional samples, please run the UnconditionalDiffusionTraining_and_Generation/scripts/inference.py script python UnconditionalDiffusionTraining_and ...

Abstract: This paper introduces a robust watermarking technique for diffusion model-generated images, which effectively balances watermark robustness, image fidelity, and diversity preservation.