An Empirical Study towards Characterizing Deep Learning Development and
Deployment across Different Frameworks and Platforms

An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms

15 September 2019

Yang Liu

Papers citing "An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms"

10 / 10 papers shown

Title
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality Hao Li Gopi Krishnan Rajbahadur C. Bezemer 34 5 0 07 Jul 2024
Quality at the Tail of Machine Learning Inference Zhengxin Yang Wanling Gao Chunjie Luo Lei Wang Fei Tang Xu Wen Jianfeng Zhan 28 1 0 25 Dec 2022
Towards Training Reproducible Deep Learning Models Boyuan Chen Mingzhi Wen Yong Shi Dayi Lin Gopi Krishnan Rajbahadur Zhen Ming Z. Jiang SyDa 15 37 0 04 Feb 2022
Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges Huaming Chen Muhammad Ali Babar AAML 29 21 0 12 Jan 2022
Understanding Performance Problems in Deep Learning Systems Junming Cao Bihuan Chen Chao Sun Longjie Hu Shuai Wu Xin Peng 30 26 0 03 Dec 2021
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 109 44 0 28 Sep 2021
Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 38 11 0 28 Sep 2021
Integration of Convolutional Neural Networks in Mobile Applications Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 13 12 0 11 Mar 2021
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices Ruitao Feng Sen Chen Xiaofei Xie Guozhu Meng Shang-Wei Lin Yang Liu 28 102 0 11 May 2020
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 226 1,835 0 03 Feb 2017