Invention Grant
- Patent Title: Multi-stage image querying
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Application No.: US15097086Application Date: 2016-04-12
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Publication No.: US10997233B2Publication Date: 2021-05-04
- Inventor: Xiaodong He , Li Deng , Jianfeng Gao , Alex Smola , Zichao Yang
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: Microsoft Technology Licensing, LLC
- Current Assignee: Microsoft Technology Licensing, LLC
- Current Assignee Address: US WA Redmond
- Agency: Schwegman Lundberg & Woessner, P.A.
- Main IPC: G06F16/583
- IPC: G06F16/583 ; G06F16/683 ; G06F16/33 ; G06F16/335 ; G06N3/08 ; G06N3/04

Abstract:
In some examples, a computing device refines feature information of query text. The device repeatedly determines attention information based at least in part on feature information of the image and the feature information of the query text, and modifies the feature information of the query text based at least in part on the attention information. The device selects at least one of a predetermined plurality of outputs based at least in part on the refined feature information of the query text. In some examples, the device operates a convolutional computational model to determine feature information of the image. The device network computational models (NCMs) to determine feature information of the query and to determine attention information based at least in part on the feature information of the image and the feature information of the query. Examples include a microphone to detect audio corresponding to the query text.
Public/Granted literature
- US20170293638A1 MULTI-STAGE IMAGE QUERYING Public/Granted day:2017-10-12
Information query