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On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime


Oct 06, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright

* arXiv admin note: text overlap with arXiv:2105.14417 

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Overparameterization of deep ResNet: zero loss and mean-field analysis


Jun 17, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright


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AiR: Attention with Reasoning Capability


Jul 28, 2020
Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao

* ECCV2020 (Oral), supplementary materials included 

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Triaging moderate COVID-19 and other viral pneumonias from routine blood tests


May 13, 2020
Forrest Sheng Bao, Youbiao He, Jie Liu, Yuanfang Chen, Qian Li, Christina R. Zhang, Lei Han, Baoli Zhu, Yaorong Ge, Shi Chen, Ming Xu, Liu Ouyang


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Boosted Attention: Leveraging Human Attention for Image Captioning


Mar 18, 2019
Shi Chen, Qi Zhao

* Published in ECCV 2018 

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