Invention Grant
- Patent Title: System and method for data augmentation for trace dataset
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Application No.: US16442298Application Date: 2019-06-14
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Publication No.: US11922301B2Publication Date: 2024-03-05
- Inventor: Janghwan Lee
- Applicant: Samsung Display Co., Ltd.
- Applicant Address: KR Yongin-si
- Assignee: Samsung Display Co., Ltd.
- Current Assignee: Samsung Display Co., Ltd.
- Current Assignee Address: KR Yongin-si
- Agency: Lewis Roca Rothgerber Christie LLP
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F18/21 ; G06F18/214 ; G06F18/2431 ; G06N3/008 ; G06N20/00 ; G06N20/10 ; G06N20/20

Abstract:
A system and method for classification. In some embodiments, the method includes forming a first training dataset and a second training dataset from a labeled input dataset; training a first classifier with the first training dataset; training a variational auto encoder with the second training dataset, the variational auto encoder comprising an encoder and a decoder; generating a third dataset, by feeding pseudorandom vectors into the decoder; labeling the third dataset, using the first classifier, to form a third training dataset; forming a fourth training dataset based on the third dataset; and training a second classifier with the fourth training dataset.
Public/Granted literature
- US20200320439A1 SYSTEM AND METHOD FOR DATA AUGMENTATION FOR TRACE DATASET Public/Granted day:2020-10-08
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