IEEE - Institute of Electrical and Electronics Engineers, Inc. - A comparison of loss weighting strategies for multi-task learning in deep neural networks

Author(s): Ting Gong ; Tyler Lee ; Cory Stephenson ; Venkata Renduchintala ; Suchismita Padhy ; Anthony Ndirango ; Gokce Keskin ; Oguz H. Elibol
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2943604
Regular:

With the success of deep learning in a wide variety of areas, many deep multi-task learning (MTL) models have been proposed claiming improvements in performance obtained by sharing the learned... View More

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