IEEE - Institute of Electrical and Electronics Engineers, Inc. - Parasitic Network: Learning-Based Network Downsizing of Very Deep Neural Networks for Computer Vision

2018 International Conference on Control, Automation and Information Sciences (ICCAIS)

Author(s): Jongmin Yu ; Duyoung Kim ; Moongu Jeon
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Hangzhou, China, China
Conference Date: 24 October 2018
Page(s): 378 - 383
ISBN (Electronic): 978-1-5386-6020-1
ISBN (USB): 978-1-5386-6019-5
ISSN (Electronic): 2475-7896
DOI: 10.1109/ICCAIS.2018.8570503
Regular:

In recent research on deep neural network (DNN), network downsizing is one of practical issues for computational and memory efficiency. Specifically, downsizing or compression of networks... View More

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