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Learning specialized activation functions with the Piecewise Linear Unit


Apr 08, 2021
Yucong Zhou, Zezhou Zhu, Zhao Zhong


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FixNorm: Dissecting Weight Decay for Training Deep Neural Networks


Mar 29, 2021
Yucong Zhou, Yunxiao Sun, Zhao Zhong


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AutoBSS: An Efficient Algorithm for Block Stacking Style Search


Oct 20, 2020
Yikang Zhang, Jian Zhang, Zhao Zhong

* NeurIPS 2020 

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DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks


Apr 22, 2020
Yikang Zhang, Jian Zhang, Qiang Wang, Zhao Zhong


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BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search


Dec 24, 2019
Muyuan Fang, Qiang Wang, Zhao Zhong


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Adversarial AutoAugment


Dec 24, 2019
Xinyu Zhang, Qiang Wang, Jian Zhang, Zhao Zhong

* ICLR2020 

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IRLAS: Inverse Reinforcement Learning for Architecture Search


Dec 14, 2018
Minghao Guo, Zhao Zhong, Wei Wu, Dahua Lin, Junjie Yan


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Synaptic Strength For Convolutional Neural Network


Nov 06, 2018
Chen Lin, Zhao Zhong, Wei Wu, Junjie Yan

* Accepted by NIPS 2018 

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BlockQNN: Efficient Block-wise Neural Network Architecture Generation


Aug 16, 2018
Zhao Zhong, Zichen Yang, Boyang Deng, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu

* 14 pages, 18 figures 

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Practical Block-wise Neural Network Architecture Generation


May 14, 2018
Zhao Zhong, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu

* Accepted to CVPR 2018 

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