On-demand deep model compression for mobile devices: A usage-driven model selection framework
Recent research has demonstrated the potential of deploying deep neural networks (DNNs) on resource-constrained mobile platforms by trimming down the network complexity using different compression techniques. The current practice only investigate stand-alone compression schemes even though each comp...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2018
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/4734 https://ink.library.smu.edu.sg/context/sis_research/article/5737/viewcontent/mobisys18_liu.pdf |
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| Institution: | Singapore Management University |
| Language: | English |