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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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Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization

Nov 12, 2020
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer

* 5 pages, 1 figure 

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Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization

Oct 30, 2020
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer


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CoDeNet: Algorithm-hardware Co-design for Deformable Convolution

Jun 12, 2020
Zhen Dong, Dequan Wang, Qijing Huang, Yizhao Gao, Yaohui Cai, Bichen Wu, Kurt Keutzer, John Wawrzynek

* https://github.com/DequanWang/CoDeNet. arXiv admin note: text overlap with arXiv:2002.08357 

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Algorithm-hardware Co-design for Deformable Convolution

Feb 19, 2020
Qijing Huang, Dequan Wang, Yizhao Gao, Yaohui Cai, Zhen Dong, Bichen Wu, Kurt Keutzer, John Wawrzynek


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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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HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks

Nov 10, 2019
Zhen Dong, Zhewei Yao, Yaohui Cai, Daiyaan Arfeen, Amir Gholami, Michael W. Mahoney, Kurt Keutzer


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Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

Sep 25, 2019
Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer


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HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision

Apr 29, 2019
Zhen Dong, Zhewei Yao, Amir Gholami, Michael Mahoney, Kurt Keutzer


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Joint Point Cloud and Image Based Localization For Efficient Inspection in Mixed Reality

Nov 05, 2018
Manash Pratim Das, Zhen Dong, Sebastian Scherer

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, 2018 

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Iterative Global Similarity Points : A robust coarse-to-fine integration solution for pairwise 3D point cloud registration

Aug 12, 2018
Yue Pan, Bisheng Yang, Fuxun Liang, Zhen Dong

* Accepted to International Conference on 3DVision (3DV) 2018 [8 pages, 6 figures and 3 tables] 

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Input Aggregated Network for Face Video Representation

Mar 22, 2016
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei


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