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Hamza Pehlivan

2 accepted papers

2023

Diverse Inpainting and Editing with GAN Inversion

ICCV 2023poster

Recent inversion methods have shown that real images can be inverted into StyleGAN's latent space and numerous edits can be achieved on those images thanks to the semantically rich feature representations of well-trained GAN models. However, extensive research has also shown that image inversion is…

Cited by 37PDFScholar
2023

StyleRes: Transforming the Residuals for Real Image Editing With StyleGAN

CVPR 2023poster

We present a novel image inversion framework and a training pipeline to achieve high-fidelity image inversion with high-quality attribute editing. Inverting real images into StyleGAN's latent space is an extensively studied problem, yet the trade-off between the image reconstruction fidelity and ima…