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Research map / Image generation / Editing and style transfer

Exploring the Effectiveness of Mask-Guided Feature Modulation as a Mechanism for Localized Style Editing of Real Images (Student Abstract)

AAAI 2023 · Image generation › Editing and style transfer · approach: GAN inversion for editing · 0 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Use mask-guided feature modulation instead of latent inversion for localized editingSemanticStyle Autoencoder versus SemanticStyleGAN · One texture edit per ROItime taken (s): 120.602 -> 0.01143Helped
Add the refinement block after coarse mask-guided style editingSemanticStyle Autoencoder · Localized real image editingstyle effect strengthHurt

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