Xinchen Yan
Research Lead @Luma
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WORK HISTORY
Research Lead @Luma
CA, US
EDUCATION
University of Michigan - Rackham Graduate School
Doctor of Philosophy (Ph.D.), Machine Learning
SKILLS
ABOUT XINCHEN YAN
My primary research interests lie in the intersection of deep representation learning and generative modeling with structured and multimodal data. More specifically, my research has been focused on three related topics:(1) controllable visual content generation and manipulation,(2) weakly-supervised learning of object shape and motion, and (3) scalable and robust perception simulation for robotic applications. Besides, I have a broad range of interests in developing deep generative models for vision, graphics, and robotics applications.
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