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Dear Fellow Scholars, this is Two Minute Papers with Dr. Kroly Zsolnai-Fehr. Today we are going to see progress in text to image research that is so incredible it hardly seems believable. So, what is text to image? Simple - these are AI-based techniques where a text prompt from us goes in, and a beautiful image comes out. There are already a large set of techniques that can perform text to image really well, for instance, OpenAIs DALL-E 2 can do it, where we wait approximately 10 seconds for each image. Or, we can even run it on our own hardware with the free and open source Stable Diffusion. So, are we done? What else is there to invent here? Why write more papers? Well, by the time you finish this video, I hope you will agree with me that the only possible answer is: my goodness, there is so much to be done and so much that has just been improved. For instance, this new technique from Google that they call Muse can perform mask-free editing too. What is t