Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100770207> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3100770207 endingPage "430" @default.
- W3100770207 startingPage "414" @default.
- W3100770207 abstract "Compositional visual question answering requires reasoning over both semantic and geometry object relations. We propose a novel tiered reasoning method that dynamically selects object level candidates based on language representations and generates robust pairwise relations within the selected candidate objects. The proposed tiered relation reasoning method can be compatible with the majority of the existing visual reasoning frameworks, leading to significant performance improvement with very little extra computational cost. Moreover, we propose a policy network that decides the appropriate reasoning steps based on question complexity and current reasoning status. In experiments, our model achieves state-of-the-art performance on two VQA datasets." @default.
- W3100770207 created "2020-11-23" @default.
- W3100770207 creator A5009594218 @default.
- W3100770207 creator A5011589908 @default.
- W3100770207 creator A5029912845 @default.
- W3100770207 creator A5042271198 @default.
- W3100770207 date "2020-01-01" @default.
- W3100770207 modified "2023-09-27" @default.
- W3100770207 title "TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering" @default.
- W3100770207 cites W1536680647 @default.
- W3100770207 cites W1933349210 @default.
- W3100770207 cites W2560730294 @default.
- W3100770207 cites W2561715562 @default.
- W3100770207 cites W2745461083 @default.
- W3100770207 cites W2747623286 @default.
- W3100770207 cites W2760103357 @default.
- W3100770207 cites W2793546384 @default.
- W3100770207 cites W2885380450 @default.
- W3100770207 cites W2916723116 @default.
- W3100770207 cites W2962716332 @default.
- W3100770207 cites W2962933067 @default.
- W3100770207 cites W2963101956 @default.
- W3100770207 cites W2963176022 @default.
- W3100770207 cites W2963224792 @default.
- W3100770207 cites W2963518342 @default.
- W3100770207 cites W2963954913 @default.
- W3100770207 cites W2964067226 @default.
- W3100770207 cites W2964118342 @default.
- W3100770207 cites W2964345792 @default.
- W3100770207 cites W2966683369 @default.
- W3100770207 cites W2998631105 @default.
- W3100770207 doi "https://doi.org/10.1007/978-3-030-58589-1_25" @default.
- W3100770207 hasPublicationYear "2020" @default.
- W3100770207 type Work @default.
- W3100770207 sameAs 3100770207 @default.
- W3100770207 citedByCount "10" @default.
- W3100770207 countsByYear W31007702072020 @default.
- W3100770207 countsByYear W31007702072021 @default.
- W3100770207 countsByYear W31007702072022 @default.
- W3100770207 countsByYear W31007702072023 @default.
- W3100770207 crossrefType "book-chapter" @default.
- W3100770207 hasAuthorship W3100770207A5009594218 @default.
- W3100770207 hasAuthorship W3100770207A5011589908 @default.
- W3100770207 hasAuthorship W3100770207A5029912845 @default.
- W3100770207 hasAuthorship W3100770207A5042271198 @default.
- W3100770207 hasBestOaLocation W31007702072 @default.
- W3100770207 hasConcept C124101348 @default.
- W3100770207 hasConcept C154945302 @default.
- W3100770207 hasConcept C161301231 @default.
- W3100770207 hasConcept C184898388 @default.
- W3100770207 hasConcept C204321447 @default.
- W3100770207 hasConcept C25343380 @default.
- W3100770207 hasConcept C2777508537 @default.
- W3100770207 hasConcept C2781238097 @default.
- W3100770207 hasConcept C37335422 @default.
- W3100770207 hasConcept C41008148 @default.
- W3100770207 hasConcept C44291984 @default.
- W3100770207 hasConcept C83725634 @default.
- W3100770207 hasConcept C89288958 @default.
- W3100770207 hasConcept C97364631 @default.
- W3100770207 hasConceptScore W3100770207C124101348 @default.
- W3100770207 hasConceptScore W3100770207C154945302 @default.
- W3100770207 hasConceptScore W3100770207C161301231 @default.
- W3100770207 hasConceptScore W3100770207C184898388 @default.
- W3100770207 hasConceptScore W3100770207C204321447 @default.
- W3100770207 hasConceptScore W3100770207C25343380 @default.
- W3100770207 hasConceptScore W3100770207C2777508537 @default.
- W3100770207 hasConceptScore W3100770207C2781238097 @default.
- W3100770207 hasConceptScore W3100770207C37335422 @default.
- W3100770207 hasConceptScore W3100770207C41008148 @default.
- W3100770207 hasConceptScore W3100770207C44291984 @default.
- W3100770207 hasConceptScore W3100770207C83725634 @default.
- W3100770207 hasConceptScore W3100770207C89288958 @default.
- W3100770207 hasConceptScore W3100770207C97364631 @default.
- W3100770207 hasLocation W31007702071 @default.
- W3100770207 hasLocation W31007702072 @default.
- W3100770207 hasOpenAccess W3100770207 @default.
- W3100770207 hasPrimaryLocation W31007702071 @default.
- W3100770207 hasRelatedWork W2113245685 @default.
- W3100770207 hasRelatedWork W2142763871 @default.
- W3100770207 hasRelatedWork W2389872472 @default.
- W3100770207 hasRelatedWork W2737247066 @default.
- W3100770207 hasRelatedWork W2892259963 @default.
- W3100770207 hasRelatedWork W3035393139 @default.
- W3100770207 hasRelatedWork W3100770207 @default.
- W3100770207 hasRelatedWork W4226468307 @default.
- W3100770207 hasRelatedWork W4307078079 @default.
- W3100770207 hasRelatedWork W94330105 @default.
- W3100770207 isParatext "false" @default.
- W3100770207 isRetracted "false" @default.
- W3100770207 magId "3100770207" @default.
- W3100770207 workType "book-chapter" @default.