IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity

Author(s): Wenzheng Hu ; Junqi Jin ; Tie-Yan Liu ; Changshui Zhang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 15
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2939157
Regular:

The architecture of convolutional neural networks (CNNs) is a key factor of influencing their performance. Although deep CNNs perform well in many difficult problems, how to intelligently design... View More

Advertisement