Title:
BIAS EVALUATION METHOD AND APPARATUS, MEDIUM, PROGRAM PRODUCT, AND ELECTRONIC DEVICE
Document Type and Number:
WIPO Patent Application WO/2023/179055
Kind Code:
A1
Abstract:
A bias evaluation method and apparatus, a medium, a program product, and an electronic device, which are applied in the field of artificial intelligence. The collection requirements for verification data sets can be reduced, and more comprehensive bias evaluation results can be obtained and visually displayed to users. The method comprises: obtaining a factor to be verified; classifying a plurality of evaluation images according to said factor to obtain a first target evaluation image set, wherein the first target evaluation image set comprises: a first evaluation image set comprising said factor, and/or a second evaluation image set not comprising said factor; performing style conversion on the first target evaluation image set according to said factor to obtain the second target evaluation image set; and inputting the first target evaluation image set and the second target evaluation image set into a model to be evaluated for reasoning, and outputting a bias evaluation result for said model according to a reasoning result, wherein the style conversion is achieved by removing or adding said factor.
Inventors:
CHEN XIAOSHI (CN)
ZHANG SHIJIE (CN)
ZHU SENHUA (CN)
ZHANG SHIJIE (CN)
ZHU SENHUA (CN)
Application Number:
PCT/CN2022/132232
Publication Date:
September 28, 2023
Filing Date:
November 16, 2022
Export Citation:
Assignee:
HUAWEI CLOUD COMPUTING TECH CO LTD (CN)
International Classes:
G06N3/02
Foreign References:
| CN111860133A | 2020-10-30 | |||
| CN113570603A | 2021-10-29 | |||
| CN113361653A | 2021-09-07 | |||
| US20210406587A1 | 2021-12-30 |
Attorney, Agent or Firm:
YINKE PATENT & TRADEMARK AGENT (SHANGHAI) LTD. (CN)
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