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Balanced Contrastive Learning for Long-Tailed Visual Recognition


Jul 19, 2022
Jianggang, Zhu, Zheng, Wang, Jingjing, Chen, Yi-Ping Phoebe, Chen, Yu-Gang, Jiang

* Accepted at CVPR 2022 

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GitHub Copilot AI pair programmer: Asset or Liability?


Jun 30, 2022
Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming, Jiang

* 20 pages, 6 figures 

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An Empirical Study of Challenges in Converting Deep Learning Models


Jun 28, 2022
Moses Openja, Amin Nikanjam, Ahmed Haj Yahmed, Foutse Khomh, Zhen Ming, Jiang

* Accepted for publication in ICSME 2022 

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Bugs in Machine Learning-based Systems: A Faultload Benchmark


Jun 24, 2022
Mohammad Mehdi Morovati, Amin Nikanjam, Foutse Khomh, Zhen Ming, Jiang


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Towards a Change Taxonomy for Machine Learning Systems


Mar 21, 2022
Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming, Jiang, Bram Adams


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Towards a consistent interpretation of AIOps models


Feb 04, 2022
Yingzhe Lyu, Gopi Krishnan Rajbahadur, Dayi Lin, Boyuan Chen, Zhen Ming, Jiang

* ACM Transactions on Software Engineering and Methodology, 31, 2021, 1-38 

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Towards Training Reproducible Deep Learning Models


Feb 04, 2022
Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming, Jiang


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Can I use this publicly available dataset to build commercial AI software? Most likely not


Nov 09, 2021
Gopi Krishnan Rajbahadur, Erika Tuck, Li Zi, Zhang Wei, Dayi Lin, Boyuan Chen, Zhen Ming, Jiang, Daniel Morales German

* publication of this paper has not been approved by all authors 

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LiveMap: Real-Time Dynamic Map in Automotive Edge Computing


Dec 16, 2020
Qiang Liu, Tao Han, Jiang, Xie, BaekGyu Kim

* This paper is accepted by INFOCOM 2021 

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