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Centroid Transformers: Learning to Abstract with Attention


Mar 08, 2021
Lemeng Wu, Xingchao Liu, Qiang Liu


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Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks


Feb 17, 2021
Lemeng Wu, Bo Liu, Peter Stone, Qiang Liu


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Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough


Oct 29, 2020
Mao Ye, Lemeng Wu, Qiang Liu

* NeurIPS 2020 

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Steepest Descent Neural Architecture Optimization: Escaping Local Optimum with Signed Neural Splitting


Mar 23, 2020
Lemeng Wu, Mao Ye, Qi Lei, Jason D. Lee, Qiang Liu


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Splitting Steepest Descent for Growing Neural Architectures


Nov 04, 2019
Qiang Liu, Lemeng Wu, Dilin Wang

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent


Oct 07, 2019
Dilin Wang, Meng Li, Lemeng Wu, Vikas Chandra, Qiang Liu


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Path-Invariant Map Networks


Jan 05, 2019
Zaiwei Zhang, Zhenxiao Liang, Lemeng Wu, Xiaowei Zhou, Qixing Huang


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