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Zhewei Yao

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I-BERT: Integer-only BERT Quantization

Jan 05, 2021
Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer

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HAWQV3: Dyadic Neural Network Quantization

Nov 20, 2020
Zhewei Yao, Zhen Dong, Zhangcheng Zheng, Amir Gholami, Jiali Yu, Eric Tan, Leyuan Wang, Qijing Huang, Yida Wang, Michael W. Mahoney, Kurt Keutzer

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A Statistical Framework for Low-bitwidth Training of Deep Neural Networks

Oct 27, 2020
Jianfei Chen, Yu Gai, Zhewei Yao, Michael W. Mahoney, Joseph E. Gonzalez

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MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding

Oct 12, 2020
Qinxin Wang, Hao Tan, Sheng Shen, Michael W. Mahoney, Zhewei Yao

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Benchmarking Semi-supervised Federated Learning

Aug 26, 2020
Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney

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ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

Jun 01, 2020
Zhewei Yao, Amir Gholami, Sheng Shen, Kurt Keutzer, Michael W. Mahoney

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Rethinking Batch Normalization in Transformers

Mar 17, 2020
Sheng Shen, Zhewei Yao, Amir Gholami, Michael Mahoney, Kurt Keutzer

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PyHessian: Neural Networks Through the Lens of the Hessian

Jan 02, 2020
Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael Mahoney

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ZeroQ: A Novel Zero Shot Quantization Framework

Jan 01, 2020
Yaohui Cai, Zhewei Yao, Zhen Dong, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

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