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Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training


Sep 22, 2022
Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo

* 8 pages, ICCD 2022 

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Privacy-preserving Online AutoML for Domain-Specific Face Detection


Mar 16, 2022
Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang

* Accepted to CVPR 2022. Code will be available soon 

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AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing


Aug 06, 2021
Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang

* Code: https://github.com/ultmaster/AceNAS 

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How Does Supernet Help in Neural Architecture Search?


Oct 16, 2020
Yuge Zhang, Quanlu Zhang, Yaming Yang


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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Deeper Insights into Weight Sharing in Neural Architecture Search


Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang


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