Invention Grant
- Patent Title: Data recognition apparatus and method, and training apparatus and method
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Application No.: US16295400Application Date: 2019-03-07
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Publication No.: US11366978B2Publication Date: 2022-06-21
- Inventor: Insoo Kim , Kyuhong Kim , Chang Kyu Choi
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Agency: NSIP Law
- Priority: KR10-2018-0126436 20181023
- Main IPC: G10L15/16
- IPC: G10L15/16 ; G10L17/02 ; G10L17/04 ; G06K9/00 ; G06N20/10 ; G06K9/62 ; G06N3/08 ; G10L15/02 ; G10L17/18
Abstract:
A data recognition method includes: extracting a feature map from input data based on a feature extraction layer of a data recognition model; pooling component vectors from the feature map based on a pooling layer of the data recognition model; and generating an embedding vector by recombining the component vectors based on a combination layer of the data recognition model.
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