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Guided GAN for Efficient Semantic Inpainting by lafontenden9 is a document available to read on EtoBox.
What is Guided GAN for Efficient Semantic Inpainting about?
The paper presents a novel approach to semantic inpainting using a guided GAN framework that converts iterative inference into a single feed-forward pipeline, achieving significant speed improvements and enhanced visual quality. It introduces a data-driven parametric network to predict a matching prior for masked images, and incorporates structural priors to better preserve object characteristics during inpainting. The method is validated across various datasets, demonstrating superior performance compared
- Author
- lafontenden9
- Language
- EN