Information processing method, information processing device, and computer system
By calculating the similarity of features between the image and natural language domains and combining feature spaces from different domains, the accuracy of machine learning classification tasks is improved, solving the problem of insufficient classification accuracy across cross-domain feature spaces in existing technologies.
CN116136856BActive Publication Date: 2026-07-10KIOXIA CORP
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- KIOXIA CORP
- Filing Date
- 2022-08-01
- Publication Date
- 2026-07-10
Smart Images

Figure CN116136856B_ABST
Abstract
Provided is an information processing method, an information processing device, and a computer system that improve the accuracy of a machine learning task. The information processing method of the present embodiment includes: calculating a first feature amount of a first domain of query data (S22); calculating a plurality of first similarities between the first feature amount and each of a plurality of second feature amounts within a first feature amount space of the first domain (S23); based on the first similarities, obtaining a plurality of third feature amounts of a second domain that are associated with one or more feature amounts selected from the plurality of second feature amounts from a second feature amount space of the second domain (S25); calculating one or more fourth feature amounts of the second domain for a plurality of selection items related to the query data (S27); calculating a plurality of second similarities between the third and fourth feature amounts (S28); and selecting an answer to the query data from a plurality of answer candidates corresponding to the plurality of third feature amounts based on the second similarities (S29).
Need to check novelty before this filing date? Find Prior Art