- 专利标题： Generating labeled data by sequence-to-sequence modeling with added perturbations to encoded information
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申请号： US15236197申请日： 2016-08-12
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公开(公告)号： US10546230B2公开(公告)日： 2020-01-28
- 发明人: Gakuto Kurata
- 申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 申请人地址： US NY Armonk
- 专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人地址： US NY Armonk
- 代理机构： Tutunjian & Bitetto, P.C.
- 代理商 Vazken Alexanian
- 主分类号： G06N5/04
- IPC分类号： G06N5/04 ; G06N3/04
摘要：
Methods and a system are provided for generating labeled data. A method includes encoding, by a processor-based encoder, a first labeled data into an encoded representation of the first labeled data. The method further includes modifying the encoded representation into a modified representation by adding a perturbation to the encoded representation. The method additionally includes decoding, by a processor-based decoder, the modified representation into a second labeled data.
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