Title:
LEARNING APPARATUS, LEARNING RESULT USING APPARATUS, LEARNING METHOD AND LEARNING PROGRAM
Document Type and Number:
WIPO Patent Application WO/2018/159666
Kind Code:
A1
Abstract:
A technique for acquiring a desired learning result without increasing types of devices for obtaining training data is provided. A learning apparatus has a first learning control unit that trains a first learning module based on first training data and second training data associated with the first training data so as to output first output data corresponding to the features of the first training data and the second training data, and a second learning control unit that trains a second learning module by supervised learning in which supervisor data is the first output data that is output from the first learning module in a case where the first training data is input to the first learning module, based on the first training data, so as to output second output data.
Inventors:
ANDO TANICHI (JP)
Application Number:
PCT/JP2018/007476
Publication Date:
September 07, 2018
Filing Date:
February 28, 2018
Export Citation:
Assignee:
OMRON TATEISI ELECTRONICS CO (JP)
International Classes:
G06N3/08; G06N3/04
Foreign References:
| EP1939796A2 | 2008-07-02 | |||
| US20170024641A1 | 2017-01-26 | |||
| EP3065090A2 | 2016-09-07 | |||
| JP2016099165A | 2016-05-30 |
Other References:
HONG-WEI NG ET AL: "Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning", INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2 PENN PLAZA, SUITE 701 NEW YORK NY 10121-0701 USA, 9 November 2015 (2015-11-09), pages 443 - 449, XP058076144, ISBN: 978-1-4503-3912-4, DOI: 10.1145/2818346.2830593
CLIFFORD NASS ET AL: "Improving automotive safety by pairing driver emotion and car voice emotion", CONFERENCE PROCEEDINGS OF CHI 2005, APRIL 2-7, 2005, PORTLAND, OREGON, USA, ACM, 2 PENN PLAZA, SUITE 701 NEW YORK NY 10121-0701 USA, 2 April 2005 (2005-04-02), pages 1973 - 1976, XP058168602, ISBN: 978-1-59593-002-6, DOI: 10.1145/1056808.1057070
CLIFFORD NASS ET AL: "Improving automotive safety by pairing driver emotion and car voice emotion", CONFERENCE PROCEEDINGS OF CHI 2005, APRIL 2-7, 2005, PORTLAND, OREGON, USA, ACM, 2 PENN PLAZA, SUITE 701 NEW YORK NY 10121-0701 USA, 2 April 2005 (2005-04-02), pages 1973 - 1976, XP058168602, ISBN: 978-1-59593-002-6, DOI: 10.1145/1056808.1057070
Attorney, Agent or Firm:
INABA, Yoshiyuki et al. (JP)
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