Title:
LEARNING DEVICE, GENERATION DEVICE, LEARNING METHOD, GENERATION METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2022/003773
Kind Code:
A1
Abstract:
The present invention can generate an appropriate layout that conforms to an actual scene. A learning device that includes a generation unit and a loss calculation unit. The generation unit: inputs an input text into a layout generation model that receives text as input and includes the classes and attributes of objects; and generates a generated layout on the basis of the output of the layout generation model. The loss calculation unit: calculates a loss that indicates a prescribed error that corresponds to a domain; and outputs the calculation results. The learning device also includes a parameter updating unit that, on the basis of the loss calculation results as received from the loss calculation unit, updates parameters for at least the layout generation model from among various models.
Inventors:
KUMAGAI KAORI (JP)
UMEDA TAKAYUKI (JP)
KOBASHIKAWA SATOSHI (JP)
SHIMAMURA JUN (JP)
UMEDA TAKAYUKI (JP)
KOBASHIKAWA SATOSHI (JP)
SHIMAMURA JUN (JP)
Application Number:
PCT/JP2020/025510
Publication Date:
January 06, 2022
Filing Date:
June 29, 2020
Export Citation:
Assignee:
NIPPON TELEGRAPH & TELEPHONE (JP)
International Classes:
G06N20/00
Foreign References:
| US20200097569A1 | 2020-03-26 | |||
| US10665030B1 | 2020-05-26 |
Attorney, Agent or Firm:
TAIYO, NAKAJIMA & KATO (JP)
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