IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Incremental Self-Labeling Strategy for Semi-Supervised Deep Learning Based on Generative Adversarial Networks

Author(s): Xiaotao Wei ; Xiang Wei ; Weiwei Xing ; Siyang Lu ; Wei Lu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2020
Volume: 8
Page(s): 8,913 - 8,921
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2020.2964315
Regular:

The recent success of deep neural networks is attributed in part to large-scale well-labeled training data. However, with the ever-increasing size of modern datasets, combined with the difficulty... View More

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