Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387389920> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4387389920 abstract "Visual Question Answering (VQA) is a challenging task that requires cross-modal understanding and reasoning of visual image and natural language question. To inspect the association of VQA models to human cognition, we designed a survey to record human thinking process and analyzed VQA models by comparing the outputs and attention maps with those of humans. We found that although the VQA models resemble human cognition in architecture and performs similarly with human on the recognition-level, they still struggle with cognitive inferences. The analysis of human thinking procedure serves to direct future research and introduce more cognitive capacity into modeling features and architectures." @default.
- W4387389920 created "2023-10-06" @default.
- W4387389920 creator A5012324763 @default.
- W4387389920 creator A5051082166 @default.
- W4387389920 creator A5081647656 @default.
- W4387389920 creator A5093013847 @default.
- W4387389920 date "2023-10-03" @default.
- W4387389920 modified "2023-10-07" @default.
- W4387389920 title "On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study" @default.
- W4387389920 doi "https://doi.org/10.48550/arxiv.2310.02528" @default.
- W4387389920 hasPublicationYear "2023" @default.
- W4387389920 type Work @default.
- W4387389920 citedByCount "0" @default.
- W4387389920 crossrefType "posted-content" @default.
- W4387389920 hasAuthorship W4387389920A5012324763 @default.
- W4387389920 hasAuthorship W4387389920A5051082166 @default.
- W4387389920 hasAuthorship W4387389920A5081647656 @default.
- W4387389920 hasAuthorship W4387389920A5093013847 @default.
- W4387389920 hasBestOaLocation W43873899201 @default.
- W4387389920 hasConcept C105409693 @default.
- W4387389920 hasConcept C111919701 @default.
- W4387389920 hasConcept C142853389 @default.
- W4387389920 hasConcept C154945302 @default.
- W4387389920 hasConcept C15744967 @default.
- W4387389920 hasConcept C162324750 @default.
- W4387389920 hasConcept C169760540 @default.
- W4387389920 hasConcept C169900460 @default.
- W4387389920 hasConcept C180747234 @default.
- W4387389920 hasConcept C187736073 @default.
- W4387389920 hasConcept C188147891 @default.
- W4387389920 hasConcept C204321447 @default.
- W4387389920 hasConcept C20854674 @default.
- W4387389920 hasConcept C2780451532 @default.
- W4387389920 hasConcept C41008148 @default.
- W4387389920 hasConcept C44291984 @default.
- W4387389920 hasConcept C542102704 @default.
- W4387389920 hasConcept C98045186 @default.
- W4387389920 hasConceptScore W4387389920C105409693 @default.
- W4387389920 hasConceptScore W4387389920C111919701 @default.
- W4387389920 hasConceptScore W4387389920C142853389 @default.
- W4387389920 hasConceptScore W4387389920C154945302 @default.
- W4387389920 hasConceptScore W4387389920C15744967 @default.
- W4387389920 hasConceptScore W4387389920C162324750 @default.
- W4387389920 hasConceptScore W4387389920C169760540 @default.
- W4387389920 hasConceptScore W4387389920C169900460 @default.
- W4387389920 hasConceptScore W4387389920C180747234 @default.
- W4387389920 hasConceptScore W4387389920C187736073 @default.
- W4387389920 hasConceptScore W4387389920C188147891 @default.
- W4387389920 hasConceptScore W4387389920C204321447 @default.
- W4387389920 hasConceptScore W4387389920C20854674 @default.
- W4387389920 hasConceptScore W4387389920C2780451532 @default.
- W4387389920 hasConceptScore W4387389920C41008148 @default.
- W4387389920 hasConceptScore W4387389920C44291984 @default.
- W4387389920 hasConceptScore W4387389920C542102704 @default.
- W4387389920 hasConceptScore W4387389920C98045186 @default.
- W4387389920 hasLocation W43873899201 @default.
- W4387389920 hasOpenAccess W4387389920 @default.
- W4387389920 hasPrimaryLocation W43873899201 @default.
- W4387389920 hasRelatedWork W1570079447 @default.
- W4387389920 hasRelatedWork W1995824185 @default.
- W4387389920 hasRelatedWork W2134748080 @default.
- W4387389920 hasRelatedWork W2183362005 @default.
- W4387389920 hasRelatedWork W2341991338 @default.
- W4387389920 hasRelatedWork W2398542563 @default.
- W4387389920 hasRelatedWork W2546298579 @default.
- W4387389920 hasRelatedWork W2601605501 @default.
- W4387389920 hasRelatedWork W2614829311 @default.
- W4387389920 hasRelatedWork W4283823896 @default.
- W4387389920 isParatext "false" @default.
- W4387389920 isRetracted "false" @default.
- W4387389920 workType "article" @default.