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Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study


Sep 16, 2022
Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Volkan Cevher

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* Accepted in NeurIPS 2022 

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Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)


Sep 15, 2022
Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Volkan Cevher

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* Accepted in NeurIPS 2022 

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Generalization Properties of NAS under Activation and Skip Connection Search


Sep 15, 2022
Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Volkan Cevher

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* Accepted in NeurIPS 2022 

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Controlling the Complexity and Lipschitz Constant improves polynomial nets


Feb 10, 2022
Zhenyu Zhu, Fabian Latorre, Grigorios G Chrysos, Volkan Cevher

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PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block


Sep 03, 2019
Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen

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