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Reinforcement Learning with Automated Auxiliary Loss Search


Oct 12, 2022
Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li

* NeurIPS 2022 accepted paper 

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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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Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision


Aug 30, 2021
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

* ArXiv Preprint 

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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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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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