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hi my name is oppatashnik and im going to present you our work style clip in this work we asked the question can an image be manipulated with the guidance of text only and i mean photorealistic images like this one of leonardo dicaprio let me demonstrate what i mean with a few examples lets take this image here by typing the prompt blonde hair his hair is turning blonde next we type the prompt angry and it gets angry we can even change his hairstyle into bobcat note that these edits are disentangled in the sense that only the relevant attribute is changed for example here the hair is changed but the face remains intact to do so well average the power of two networks stagn and clip and together we get star clip conceptually the idea is super simple but there are three important issues speed disentanglement and we want to apply it on real images okay lets start by briefly presenting the two networks at a high level first clip clip can be sort of a function that measures similarity b
