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Dear Fellow Scholars, this is Two Minute Papers with Kroly Zsolnai-Fehr. This beautiful scene is from our paper by the name Gaussian Material Synthesis, and it contains more than a 100 different materials, each of which has been learned and synthesized by an AI. None of these daisies and dandelions are alike, each of them have a different material model. Normally, to obtain results like this, an artist has to engage in a direct interaction with an interface that you see here. This contains a ton of parameters and to be able to use it properly the artist needs to have years of experience in photorealistic rendering and material modeling. But, unfortunately, the problem gets even worse. Since a proper light simulation program needs to create an image with the new material parameters, this initially results in a noisy image that typically takes 40 to 60 seconds to clear up. We have to wait out this 40 to 60 seconds for every single parameter change that we make. This would take several
