DeepArc: Modularizing neural networks for the model maintenance
Neural networks are an emerging data-driven programming paradigm widely used in many areas. Unlike traditional software systems consisting of decomposable modules, a neural network is usually delivered as a monolithic package, raising challenges for some maintenance tasks such as model restructure a...
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| Main Authors: | , , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9316 https://ink.library.smu.edu.sg/context/sis_research/article/10316/viewcontent/icse23_DeepArc_av.pdf |
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| Institution: | Singapore Management University |
| Language: | English |