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Vision and AI

ThursdayDec 09, 202112:15
Vision and AIRoom 1
Speaker:Or PatashnikTitle:Leveraging StyleGAN for Image Editing and ManipulationAbstract:opens in new windowin html    pdfopens in new windowhttps://weizmann.zoom.us/j/91482669715?pwd=UzN2TWlYL0R5R29xWjhJSFVUamRVZz09
StyleGAN has recently been established as the state-of-the-art unconditional generator, synthesizing images of phenomenal realism and fidelity, particularly for human faces. With its rich semantic space, many works have attempted to understand and control StyleGAN’s latent representations with the goal of performing image manipulations. To perform manipulations on real images, however, one must learn to “invert” the GAN and encode the image into StyleGAN’s latent space, which remains a challenge. In this talk, I will discuss recent techniques and advancements in GAN Inversion and explore their importance for real image editing applications. In addition, going beyond the inversion task, I will demonstrate how StyleGAN can be used for performing a wide range of image editing tasks.
ThursdayDec 16, 202112:15
Vision and AI
Speaker:Alex BronsteinTitle:tbdAbstract:opens in new windowin html    pdfopens in new window
ThursdayDec 23, 202115:00
Vision and AI
Speaker:Mark SheininTitle:tbdAbstract:opens in new windowin html    pdfopens in new window
ThursdayDec 30, 202112:15
Vision and AIRoom 1
Speaker:Dror MoranTitle:tbdAbstract:opens in new windowin html    pdfopens in new window
ThursdayJan 06, 202212:15
Vision and AI
Speaker:Tavi HalperinTitle:tbdAbstract:opens in new windowin html    pdfopens in new window
ThursdayJan 13, 202212:15
Vision and AI
Speaker:Amir GlobersonTitle:tbdAbstract:opens in new windowin html    pdfopens in new window