MaskUNet masks U-Net weights with a timestep- and sample-dependent binary mask, improving zero-shot FID on COCO by about 1.1 to 1.5 points while leaving pre-trained weights frozen.
Swiftbrush v2: Make your one-step diffusion model better than its teacher
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Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability
MaskUNet masks U-Net weights with a timestep- and sample-dependent binary mask, improving zero-shot FID on COCO by about 1.1 to 1.5 points while leaving pre-trained weights frozen.