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Dan Rosenbaum
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Dan Rosenbaum
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Dan Rosenbaum Dan Rosenbaum I am an assistant professor in the Department of Computer Science at the University of Haifa, working on machine learning and computer vision. Before joining the University of Haifa I was a research scientist at DeepMind (2016-2021). I completed my PhD at the Hebrew University of Jerusalem in 2016, advised by Yair Weiss , studying generative models for low-level vision problems. [thesis] Publications Contact I am interested in computational models of vision and 3D scene understanding, and in using generative approaches that model vision as an inverse problem. learning models of 3D scenes that can be used for inference. learning discrete representations that divide scenes into objects, types, and concepts. embodied generative models that can control key variables in the data they are trained to capture. scientific imaging, where knowledge of the image acquisition process is used to infer the underlying 3D scene. I co-organised a...
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