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个人简介
I'm at Microsoft now. Obtained B.A. and M.Eng. from University of Cambridge, Ph.D. at Stanford University. Research interests in neural networks (deep learning), scalable training, serving systems, and computer vision. Some highlights include action recognition with Independent Subspace Analysis, and object detection with convolutional networks. With natural languages, I took the word-embedding idea to machine translation. I have some work to simulate cognition of approximate visual number sense. Lately my focus is on distributed systems for deep learning in industry.
During PhD, I had the fortune to work with the Stanford AI Lab, the Stanford NLP Group, Stanford Psychology, and NEC Labs America Media Analytics Group on deep learning applications to computer vision. Near the end of my Ph.D. In industry, I am thankful to have worked with a venture group, iDST at Alibaba Group on building distributed systems with deep learning, and with Microsoft Advertising & Microsoft Research on scalable Deep Learning systems.
During PhD, I had the fortune to work with the Stanford AI Lab, the Stanford NLP Group, Stanford Psychology, and NEC Labs America Media Analytics Group on deep learning applications to computer vision. Near the end of my Ph.D. In industry, I am thankful to have worked with a venture group, iDST at Alibaba Group on building distributed systems with deep learning, and with Microsoft Advertising & Microsoft Research on scalable Deep Learning systems.
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