Title:
METHOD, DEVICE, APPARATUS, AND STORAGE MEDIUM FOR MODEL TRAINING AND WORD STOCK GENERATION
Document Type and Number:
Japanese Patent JP2023039888
Kind Code:
A
Abstract:
To provide a method, a device, an apparatus, and a storage medium for model training and word stock generation.SOLUTION: A method includes the steps of: inputting a source domain sample character and a target domain association character of the source domain sample character into a font generation network of a font generation model to obtain the target domain generation character; inputting the target domain generation character and at least one of a target domain sample character and the target domain association character into a loss analysis network of the font generation model to obtain a first loss; adjusting a parameter of the font generation model according to the first loss; inputting the source domain sample character and a random vector into the font generation network to obtain a random domain generation character; inputting the random domain generation character and a random domain sample character into the loss analysis network to obtain a second loss; and readjusting the parameter of the font generation model according to the second loss.SELECTED DRAWING: Figure 2A
Inventors:
LIU JIA MING
TANG LI CHENG
TANG LI CHENG
Application Number:
JP2022007181A
Publication Date:
March 22, 2023
Filing Date:
January 20, 2022
Export Citation:
Assignee:
BEIJING BAIDU NETCOM SCIENCE & TECNOLOGY CO LTD
International Classes:
G06N3/08; G06F16/906; G06N20/00
Domestic Patent References:
| JP2021026191A | 2021-02-22 |
Foreign References:
| CN113011337A | 2021-06-22 | |||
| US20200151442A1 | 2020-05-14 | |||
| WO2020059527A1 | 2020-03-26 | |||
| CN112329803A | 2021-02-05 |
Attorney, Agent or Firm:
Tadashige Ito
Tadahiko Ito
Osamu Miyazaki
Tadahiko Ito
Osamu Miyazaki