LaF: Labeling-free model selection for automated deep neural network reusing

• Main Authors: HU, Qiang, GUO, Yuejun, XIE, Xiaofei, CORDY, Maxime, PAPADAKIS, Mike, TRAON, Yves Le
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2023
• 主題: Computing methodologies; Artificial intelligence; Software and its engineering; Software creation and management; Software development process management; Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/8476; https://ink.library.smu.edu.sg/context/sis_research/article/9479/viewcontent/LaF__Labeling_free_Model_Selection_for_Automated_Deep_Neural_Network_Reusing.pdf
• 機構: Singapore Management University

pplying deep learning (DL) to science is a new trend in recent years, which leads DL engineering to become an important problem. Although training data preparation, model architecture design, and model training are the normal processes to build DL models, all of them are complex and costly. Therefor...