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Cluster-Guided Image Synthesis With Unconditional Models

CVPR 2022 · Image generation › GANs · approach: Large-scale GAN latent analysis · 4 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Use cluster-guided conditional sampling instead of the strongest reported baselineCelebA image generation · CelebAgender classification accuracy: 98% -> 100%Helped
Use cluster-guided conditional sampling instead of the strongest reported baselineCelebA image generation · CelebAyaw classification accuracy: 94% -> 95%Helped

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