IEEE - Institute of Electrical and Electronics Engineers, Inc. - Transferring from face recognition to face attribute prediction through adaptive selection of off-the-shelf CNN representations

2016 23rd International Conference on Pattern Recognition (ICPR)

Author(s): Yang Zhong ; Josephine Sullivan ; Haibo Li
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2016
Conference Location: Cancun, Mexico
Conference Date: 4 December 2016
Page(s): 2,264 - 2,269
ISBN (Electronic): 978-1-5090-4847-2
DOI: 10.1109/ICPR.2016.7899973
Regular:

This paper addresses the problem of transferring CNNs pre-trained for face recognition to a face attribute prediction task. To transfer an off-the-shelf CNN to a novel task, a typical solution is... View More

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