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CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions

CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions

The success of StyleGAN has enabled unprecedented semantic editing capabilities, on both synthesized and real images. However, such editing operations are either trained with semantic supervision or described using human guidance. In another development, the CLIP architecture has been trained with internet-scale image and text pairings and has been shown …