Transfer learning based on cross-domain homophily influences

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United States of America Patent

PATENT NO 11741370
APP PUB NO 20210065013A1
SERIAL NO

16553823

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Abstract

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Methods, computer program products, and systems are presented. The methods include, for instance: generating a plurality of deep transfer learning networks including a source deep transfer learning network for a source domain and a target deep transfer learning network for a target domain. Transfer layers of the source deep transfer learning network are encoded to a chromosome, diversified, and integrated with the target deep transfer learning network and the target deep transfer learning network passing a predefined fitness threshold condition is produced.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Baughman, Aaron K Research Triangle Park, US 411 2164
Forster, Micah Austin, US 20 19
Trim, Craig M Glendale, US 510 2253
Vaughn, Garfield W Southbury, US 23 106

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