- Patent Title: Information processing apparatus and information processing method
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Application No.: US16744220Application Date: 2020-01-16
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Publication No.: US11200464B2Publication Date: 2021-12-14
- Inventor: Wei Shen , Rujie Liu
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Xsensus LLP
- Priority: CN201910217426.5 20190321
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/04

Abstract:
An information processing method includes: inputting sample image into a machine learning architecture to obtain a first feature, and causing a first classifier to calculate a first classification loss; calculating a second feature based on the first feature and a predetermined first mask, and inputting the second feature into the first classifier to calculate an entropy loss; calculating a second mask based on the first mask and the entropy loss to maximize the entropy loss; obtaining an adversarial feature based on the first feature and the second mask, where the adversarial feature is complementary to the second feature; causing, by training the first classifier and the second classifier in association with each other, the second classifier to calculate a second classification loss based on the adversarial feature; and adjusting parameters of the machine learning architecture, the first classifier and the second classifier, to obtain a trained machine learning architecture.
Public/Granted literature
- US20200302246A1 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD Public/Granted day:2020-09-24
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