Matches in SemOpenAlex for { <https://semopenalex.org/work/W2993670781> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2993670781 endingPage "98" @default.
- W2993670781 startingPage "91" @default.
- W2993670781 abstract "The common attention mechanism has been widely adopted in prevalent image captioning frameworks. In most of the prior work, attention weights were only determined by visual features as well as the hidden states of Recurrent Neural Network (RNN), while the interaction of visual features was not modelled. In this paper, we introduce the self-attention into the current image captioning framework to leverage the nonlocal correlation among visual features. Moreover, we propose three distinctive methods to fuse the self-attention and the conventional attention mechanism. Extensive experiments on MSCOCO dataset show that the self-attention can empower the captioning model to achieve competitive performance with the state-of-the-art methods." @default.
- W2993670781 created "2019-12-13" @default.
- W2993670781 creator A5030781794 @default.
- W2993670781 creator A5044309490 @default.
- W2993670781 creator A5068941269 @default.
- W2993670781 date "2019-01-01" @default.
- W2993670781 modified "2023-09-24" @default.
- W2993670781 title "Improve Image Captioning by Self-attention" @default.
- W2993670781 cites W1861492603 @default.
- W2993670781 cites W1895577753 @default.
- W2993670781 cites W1905882502 @default.
- W2993670781 cites W2302086703 @default.
- W2993670781 cites W2550553598 @default.
- W2993670781 cites W2552161745 @default.
- W2993670781 cites W2560645892 @default.
- W2993670781 cites W2575842049 @default.
- W2993670781 cites W2604729005 @default.
- W2993670781 cites W2607151106 @default.
- W2993670781 cites W2745461083 @default.
- W2993670781 cites W2754927243 @default.
- W2993670781 cites W2885013662 @default.
- W2993670781 cites W2890531016 @default.
- W2993670781 cites W2962918138 @default.
- W2993670781 cites W2963084599 @default.
- W2993670781 cites W2963091558 @default.
- W2993670781 cites W2963270032 @default.
- W2993670781 cites W2963448089 @default.
- W2993670781 cites W2964018924 @default.
- W2993670781 cites W3101313921 @default.
- W2993670781 doi "https://doi.org/10.1007/978-3-030-36802-9_11" @default.
- W2993670781 hasPublicationYear "2019" @default.
- W2993670781 type Work @default.
- W2993670781 sameAs 2993670781 @default.
- W2993670781 citedByCount "5" @default.
- W2993670781 countsByYear W29936707812020 @default.
- W2993670781 countsByYear W29936707812022 @default.
- W2993670781 countsByYear W29936707812023 @default.
- W2993670781 crossrefType "book-chapter" @default.
- W2993670781 hasAuthorship W2993670781A5030781794 @default.
- W2993670781 hasAuthorship W2993670781A5044309490 @default.
- W2993670781 hasAuthorship W2993670781A5068941269 @default.
- W2993670781 hasConcept C111472728 @default.
- W2993670781 hasConcept C115961682 @default.
- W2993670781 hasConcept C119599485 @default.
- W2993670781 hasConcept C127413603 @default.
- W2993670781 hasConcept C138885662 @default.
- W2993670781 hasConcept C141353440 @default.
- W2993670781 hasConcept C153083717 @default.
- W2993670781 hasConcept C154945302 @default.
- W2993670781 hasConcept C157657479 @default.
- W2993670781 hasConcept C2984842247 @default.
- W2993670781 hasConcept C36464697 @default.
- W2993670781 hasConcept C41008148 @default.
- W2993670781 hasConcept C50644808 @default.
- W2993670781 hasConcept C89611455 @default.
- W2993670781 hasConceptScore W2993670781C111472728 @default.
- W2993670781 hasConceptScore W2993670781C115961682 @default.
- W2993670781 hasConceptScore W2993670781C119599485 @default.
- W2993670781 hasConceptScore W2993670781C127413603 @default.
- W2993670781 hasConceptScore W2993670781C138885662 @default.
- W2993670781 hasConceptScore W2993670781C141353440 @default.
- W2993670781 hasConceptScore W2993670781C153083717 @default.
- W2993670781 hasConceptScore W2993670781C154945302 @default.
- W2993670781 hasConceptScore W2993670781C157657479 @default.
- W2993670781 hasConceptScore W2993670781C2984842247 @default.
- W2993670781 hasConceptScore W2993670781C36464697 @default.
- W2993670781 hasConceptScore W2993670781C41008148 @default.
- W2993670781 hasConceptScore W2993670781C50644808 @default.
- W2993670781 hasConceptScore W2993670781C89611455 @default.
- W2993670781 hasLocation W29936707811 @default.
- W2993670781 hasOpenAccess W2993670781 @default.
- W2993670781 hasPrimaryLocation W29936707811 @default.
- W2993670781 hasRelatedWork W2134473361 @default.
- W2993670781 hasRelatedWork W2901749036 @default.
- W2993670781 hasRelatedWork W2923366293 @default.
- W2993670781 hasRelatedWork W2936207217 @default.
- W2993670781 hasRelatedWork W2948262272 @default.
- W2993670781 hasRelatedWork W2951260075 @default.
- W2993670781 hasRelatedWork W2993670781 @default.
- W2993670781 hasRelatedWork W3006163465 @default.
- W2993670781 hasRelatedWork W3008515501 @default.
- W2993670781 hasRelatedWork W4290852288 @default.
- W2993670781 isParatext "false" @default.
- W2993670781 isRetracted "false" @default.
- W2993670781 magId "2993670781" @default.
- W2993670781 workType "book-chapter" @default.