Structured uncertainty
Multiple residual samples
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Rows top to bottom: input, mean (𝛍), residual (𝛆), and reconstruction (𝛍 + 𝛆).
Warping GAN
Partial edits in high resolution
Big Nose
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Smiling
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Arched Eyebrows
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Smiling
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Arched Eyebrows
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Big Nose
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CelebA results
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Partial edits
Smile
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Big Nose
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Arched eyebrows
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Narrowed eyes
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Pointy nose
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RafD results
High resolution
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Low resolution
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