Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328108213> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W4328108213 endingPage "293" @default.
- W4328108213 startingPage "285" @default.
- W4328108213 abstract "모바일 기기가 부족한 연산 용량으로 복잡해지는 심층신경망 모델들을 처리하기 위해 클라우드 서버와 협력해 처리하는 협력 지능이 도입되었다. 협력지능은 많은 양의 특징 데이터들을 서버로 전송하는데 시간을 많이 소모한다. 사용자 데이터그램 프로토콜(UDP)을 사용하면 이를 개선할 수 있지만 전송과정에서 패킷 손실이 발생하면 추론의 정확도가 떨어진다. 본 논문은 패킷 손실로 인한 연속된 특징 손실을 모델링하여 서버에서 실행되는 층들만을 재학습하는 방법으로 정확도 저하를 줄이고, 통신 환경 변화에 강건하며 모바일 기기의 저장 공간 부담을 줄이는 재학습 방법을 제안한다." @default.
- W4328108213 created "2023-03-22" @default.
- W4328108213 creator A5019188912 @default.
- W4328108213 creator A5062531542 @default.
- W4328108213 creator A5065801464 @default.
- W4328108213 creator A5088312554 @default.
- W4328108213 date "2023-03-31" @default.
- W4328108213 modified "2023-10-16" @default.
- W4328108213 title "DNN Retraining Method Reducing Accuracy Degradation in Packet-Lossy Environments" @default.
- W4328108213 doi "https://doi.org/10.5626/jok.2023.50.3.285" @default.
- W4328108213 hasPublicationYear "2023" @default.
- W4328108213 type Work @default.
- W4328108213 citedByCount "0" @default.
- W4328108213 crossrefType "journal-article" @default.
- W4328108213 hasAuthorship W4328108213A5019188912 @default.
- W4328108213 hasAuthorship W4328108213A5062531542 @default.
- W4328108213 hasAuthorship W4328108213A5065801464 @default.
- W4328108213 hasAuthorship W4328108213A5088312554 @default.
- W4328108213 hasConcept C144133560 @default.
- W4328108213 hasConcept C154945302 @default.
- W4328108213 hasConcept C155202549 @default.
- W4328108213 hasConcept C158379750 @default.
- W4328108213 hasConcept C165021410 @default.
- W4328108213 hasConcept C2778712577 @default.
- W4328108213 hasConcept C2779679103 @default.
- W4328108213 hasConcept C31258907 @default.
- W4328108213 hasConcept C41008148 @default.
- W4328108213 hasConcept C76155785 @default.
- W4328108213 hasConceptScore W4328108213C144133560 @default.
- W4328108213 hasConceptScore W4328108213C154945302 @default.
- W4328108213 hasConceptScore W4328108213C155202549 @default.
- W4328108213 hasConceptScore W4328108213C158379750 @default.
- W4328108213 hasConceptScore W4328108213C165021410 @default.
- W4328108213 hasConceptScore W4328108213C2778712577 @default.
- W4328108213 hasConceptScore W4328108213C2779679103 @default.
- W4328108213 hasConceptScore W4328108213C31258907 @default.
- W4328108213 hasConceptScore W4328108213C41008148 @default.
- W4328108213 hasConceptScore W4328108213C76155785 @default.
- W4328108213 hasIssue "3" @default.
- W4328108213 hasLocation W43281082131 @default.
- W4328108213 hasOpenAccess W4328108213 @default.
- W4328108213 hasPrimaryLocation W43281082131 @default.
- W4328108213 hasRelatedWork W2293786371 @default.
- W4328108213 hasRelatedWork W2327217847 @default.
- W4328108213 hasRelatedWork W2371820339 @default.
- W4328108213 hasRelatedWork W2373443955 @default.
- W4328108213 hasRelatedWork W2383660977 @default.
- W4328108213 hasRelatedWork W2386317283 @default.
- W4328108213 hasRelatedWork W2390263853 @default.
- W4328108213 hasRelatedWork W2980461345 @default.
- W4328108213 hasRelatedWork W4328108213 @default.
- W4328108213 hasRelatedWork W48305070 @default.
- W4328108213 hasVolume "50" @default.
- W4328108213 isParatext "false" @default.
- W4328108213 isRetracted "false" @default.
- W4328108213 workType "article" @default.