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职业迁徙
个人简介
My approach to research has been driven by a couple of adages: "Necessity is the mother of invention" and "Research has to be good for something before it is good for everything." Over my career the aim of my research has been to enable system designers to fully utilize the capabilities that silicon manufacturing has provided them. After many years of working on the problem of how to design Integrated Circuits (i.e. Electronic Design Automation), I turned my focus to how to program Integrated Circuits, particularly on-chip multiprocessor systems. Since joining Berkeley I have been exploring applications of “personal high-performance computing” enabled by these on-chip multiprocessors systems. In particular my group has focused on applications in computer-vision, speech recognition, multimedia analytics, and computational finance. As Deep Neural Networks have proved successful at providing state-of-the-art solutions to all of these problems, I am now focusing my entire research efforts on the problems of providing state-of-the-art solutions to the training and deployment of Deep Neural Networks.
研究兴趣
论文共 520 篇作者统计合作学者相似作者
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IEEE Microno. 99 (2024): 1-5
CoRR (2024)
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Ze Ma,Daquan Zhou, Chun-Hsiao Yeh, Xue-She Wang,Xiuyu Li,Huanrui Yang,Zhen Dong,Kurt Keutzer,Jiashi Feng
CoRR (2024)
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Nicholas Lee, Thanakul Wattanawong,Sehoon Kim,Karttikeya Mangalam,Sheng Shen, Gopala Anumanchipali,Michael W. Mahoney,Kurt Keutzer,Amir Gholami
arxiv(2024)
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Coleman Hooper,Sehoon Kim, Hiva Mohammadzadeh,Michael W. Mahoney,Yakun Sophia Shao,Kurt Keutzer,Amir Gholami
CoRR (2024)
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 15 (2024): 16812-16820
Rongyu Zhang,Zefan Cai,Huanrui Yang, Zidong Liu, Denis Gudovskiy,Tomoyuki Okuno,Yohei Nakata,Kurt Keutzer,Baobao Chang,Yuan Du,Li Du,Shanghang Zhang
CoRR (2024)
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Junyi Yao,Yijiang Liu,Zhen Dong, Mingfei Guo, Helan Hu,Kurt Keutzer,Li Du,Daquan Zhou,Shanghang Zhang
CVPR 2024 (2024)
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Qitian Jason Hu, Jacob Bieker,Xiuyu Li, Nan Jiang, Benjamin Keigwin, Gaurav Ranganath,Kurt Keutzer, Shriyash Kaustubh Upadhyay
arxiv(2024)
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