DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Junmo | ko |
dc.contributor.author | Kim, Byung-ju | ko |
dc.contributor.author | Kim, Joo-chang | ko |
dc.contributor.author | Lee, Ye-gang | ko |
dc.contributor.author | Park, Min-seok | ko |
dc.contributor.author | Yun, Ju-seung | ko |
dc.contributor.author | Lee, Jae-young | ko |
dc.contributor.author | Joo, Dong-gyu | ko |
dc.date.accessioned | 2022-10-26T02:00:20Z | - |
dc.date.available | 2022-10-26T02:00:20Z | - |
dc.identifier.uri | http://hdl.handle.net/10203/299127 | - |
dc.description.abstract | The present disclosure provides a neural network training device for recognizing a class of an object included in an image based on an artificial intelligence (AI) system and an application thereof, the neural network training method including: acquiring, by using a first learning network model trained based on source training images respectively included in at least one class, feature information of a query image included in a class different from the at least one class; obtaining a generated image from the feature information of the query image by using a second learning network model acquiring feature information of the obtained generated image by using the first learning network model; and updating weights of layers respectively included in the first and second learning network models, based on a difference between the feature information of the query image and the feature information of the generated image and on a difference between the query image and the generated image. | - |
dc.title | NEURAL NETWORK LEARNING METHOD AND DEVICE FOR RECOGNIZING CLASS | - |
dc.title.alternative | 클래스 인식을 위한 뉴럴 네트워크 학습 방법 및 디바이스 | - |
dc.type | Patent | - |
dc.type.rims | PAT | - |
dc.contributor.localauthor | Kim, Junmo | - |
dc.contributor.nonIdAuthor | Kim, Byung-ju | - |
dc.contributor.nonIdAuthor | Lee, Ye-gang | - |
dc.contributor.nonIdAuthor | Park, Min-seok | - |
dc.contributor.nonIdAuthor | Yun, Ju-seung | - |
dc.contributor.nonIdAuthor | Lee, Jae-young | - |
dc.contributor.nonIdAuthor | Joo, Dong-gyu | - |
dc.contributor.assignee | KAIST, SAMSUNG ELECTRONICS CO., LTD | - |
dc.identifier.iprsType | 특허 | - |
dc.identifier.patentApplicationNumber | 16645344 | - |
dc.identifier.patentRegistrationNumber | 11449733 | - |
dc.date.application | 2018-09-04 | - |
dc.date.registration | 2022-09-20 | - |
dc.publisher.country | US | - |
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