FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3036013846> ?p ?o ?g. }

• W3036013846 abstract "Domain shift is a fundamental problem in visual recognition which typically arises when the source and target data follow different distributions. The existing domain adaptation approaches which tackle this problem work in the closed-set setting with the assumption that the source and the target data share exactly the same classes of objects. In this paper, we tackle a more realistic problem of open-set domain shift where the target data contains additional classes that are not present in the source data. More specifically, we introduce an end-to-end Progressive Graph Learning (PGL) framework where a graph neural network with episodic training is integrated to suppress underlying conditional shift and adversarial learning is adopted to close the gap between the source and target distributions. Compared to the existing open-set adaptation approaches, our approach guarantees to achieve a tighter upper bound of the target error. Extensive experiments on three standard open-set benchmarks evidence that our approach significantly outperforms the state-of-the-arts in open-set domain adaptation." @default.
• W3036013846 created "2020-06-25" @default.
• W3036013846 creator A5014648528 @default.
• W3036013846 creator A5033462059 @default.
• W3036013846 creator A5063603492 @default.
• W3036013846 creator A5078170935 @default.
• W3036013846 date "2020-06-22" @default.
• W3036013846 modified "2023-09-23" @default.
• W3036013846 title "Progressive Graph Learning for Open-Set Domain Adaptation" @default.
• W3036013846 cites W1565327149 @default.
• W3036013846 cites W1617650991 @default.
• W3036013846 cites W1686810756 @default.
• W3036013846 cites W1731081199 @default.
• W3036013846 cites W1861492603 @default.
• W3036013846 cites W2064447488 @default.
• W3036013846 cites W2096943734 @default.
• W3036013846 cites W2131953535 @default.
• W3036013846 cites W2159291411 @default.
• W3036013846 cites W2171370495 @default.
• W3036013846 cites W2194775991 @default.
• W3036013846 cites W2248269543 @default.
• W3036013846 cites W2296073425 @default.
• W3036013846 cites W2478454054 @default.
• W3036013846 cites W2514499445 @default.
• W3036013846 cites W2593768305 @default.
• W3036013846 cites W2601450892 @default.
• W3036013846 cites W2766897166 @default.
• W3036013846 cites W2779610669 @default.
• W3036013846 cites W2798593490 @default.
• W3036013846 cites W2801477643 @default.
• W3036013846 cites W2885304161 @default.
• W3036013846 cites W2912280829 @default.
• W3036013846 cites W2948429981 @default.
• W3036013846 cites W2951111165 @default.
• W3036013846 cites W2951357534 @default.
• W3036013846 cites W2962785319 @default.
• W3036013846 cites W2963094258 @default.
• W3036013846 cites W2963341924 @default.
• W3036013846 cites W2964278684 @default.
• W3036013846 cites W3000029975 @default.
• W3036013846 cites W3035483366 @default.
• W3036013846 hasPublicationYear "2020" @default.
• W3036013846 type Work @default.
• W3036013846 sameAs 3036013846 @default.
• W3036013846 citedByCount "4" @default.
• W3036013846 countsByYear W30360138462020 @default.
• W3036013846 countsByYear W30360138462021 @default.
• W3036013846 crossrefType "posted-content" @default.
• W3036013846 hasAuthorship W3036013846A5014648528 @default.
• W3036013846 hasAuthorship W3036013846A5033462059 @default.
• W3036013846 hasAuthorship W3036013846A5063603492 @default.
• W3036013846 hasAuthorship W3036013846A5078170935 @default.
• W3036013846 hasConcept C118615104 @default.
• W3036013846 hasConcept C119857082 @default.
• W3036013846 hasConcept C120665830 @default.
• W3036013846 hasConcept C121332964 @default.
• W3036013846 hasConcept C132525143 @default.
• W3036013846 hasConcept C134306372 @default.
• W3036013846 hasConcept C139807058 @default.
• W3036013846 hasConcept C154945302 @default.
• W3036013846 hasConcept C177264268 @default.
• W3036013846 hasConcept C199360897 @default.
• W3036013846 hasConcept C2776434776 @default.
• W3036013846 hasConcept C33923547 @default.
• W3036013846 hasConcept C36503486 @default.
• W3036013846 hasConcept C41008148 @default.
• W3036013846 hasConcept C42357961 @default.
• W3036013846 hasConcept C80444323 @default.
• W3036013846 hasConcept C95623464 @default.
• W3036013846 hasConceptScore W3036013846C118615104 @default.
• W3036013846 hasConceptScore W3036013846C119857082 @default.
• W3036013846 hasConceptScore W3036013846C120665830 @default.
• W3036013846 hasConceptScore W3036013846C121332964 @default.
• W3036013846 hasConceptScore W3036013846C132525143 @default.
• W3036013846 hasConceptScore W3036013846C134306372 @default.
• W3036013846 hasConceptScore W3036013846C139807058 @default.
• W3036013846 hasConceptScore W3036013846C154945302 @default.
• W3036013846 hasConceptScore W3036013846C177264268 @default.
• W3036013846 hasConceptScore W3036013846C199360897 @default.
• W3036013846 hasConceptScore W3036013846C2776434776 @default.
• W3036013846 hasConceptScore W3036013846C33923547 @default.
• W3036013846 hasConceptScore W3036013846C36503486 @default.
• W3036013846 hasConceptScore W3036013846C41008148 @default.
• W3036013846 hasConceptScore W3036013846C42357961 @default.
• W3036013846 hasConceptScore W3036013846C80444323 @default.
• W3036013846 hasConceptScore W3036013846C95623464 @default.
• W3036013846 hasLocation W30360138461 @default.
• W3036013846 hasOpenAccess W3036013846 @default.
• W3036013846 hasPrimaryLocation W30360138461 @default.
• W3036013846 hasRelatedWork W2050259610 @default.
• W3036013846 hasRelatedWork W2194775991 @default.
• W3036013846 hasRelatedWork W2543306892 @default.
• W3036013846 hasRelatedWork W2618250040 @default.
• W3036013846 hasRelatedWork W2779610669 @default.
• W3036013846 hasRelatedWork W2786081970 @default.
• W3036013846 hasRelatedWork W2798593490 @default.
• W3036013846 hasRelatedWork W2891975605 @default.
• W3036013846 hasRelatedWork W2912280829 @default.
• W3036013846 hasRelatedWork W2951357534 @default.
• W3036013846 hasRelatedWork W2963625477 @default.

• next