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Results for Machine learning/ Deep learning /Artificial Intelligence Neural network




Results for Machine learning/ Deep learning /Artificial Intelligence Neural network

Data-Driven Low-Rank Neural Network Compression
RESEARCH PAPER / Sep 2021 / Video coding, Compression, Machine learning/ Deep learning /Artificial Intelligence Neural network
Despite many modern applications of Deep Neural Networks (DNNs), the large number of parameters in the hidden layers makes them unattractive for deployment on devices with storage capacity constraints. In this paper we propose a Data-Driven Low-rank (DDLR) method to reduce the number of parameters of pretrained DNNs and expedite...

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