Matches in SemOpenAlex for { <https://semopenalex.org/work/W3163142861> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3163142861 abstract "Recent developments in the field of Visual Question Answering (VQA) have witnessed promising improvements in performance through contributions in attention based networks. Most such approaches have focused on unidirectional attention that leverage over attention from textual domain (question) on visual space. These approaches mostly focused on learning high-quality attention in the visual space. In contrast, this work proposes an alternating bi-directional attention framework. First, a question to image attention helps to learn the robust visual space embedding, and second, an image to question attention helps to improve the question embedding. This attention mechanism is realized in an alternating fashion i.e. question-to-image followed by image-to-question and is repeated for maximizing performance. We believe that this process of alternating attention generation helps both the modalities and leads to better representations for the VQA task. This proposal is benchmark on TDIUC dataset and against state-of-art approaches. Our ablation analysis shows that alternate attention is the key to achieve high performance in VOA." @default.
- W3163142861 created "2021-05-24" @default.
- W3163142861 creator A5009532727 @default.
- W3163142861 creator A5040626471 @default.
- W3163142861 creator A5041308578 @default.
- W3163142861 date "2021-01-10" @default.
- W3163142861 modified "2023-09-27" @default.
- W3163142861 title "Multi-stage Attention based Visual Question Answering" @default.
- W3163142861 cites W1686810756 @default.
- W3163142861 cites W1933349210 @default.
- W3163142861 cites W2064675550 @default.
- W3163142861 cites W2190656909 @default.
- W3163142861 cites W2194775991 @default.
- W3163142861 cites W2250539671 @default.
- W3163142861 cites W2439787475 @default.
- W3163142861 cites W2560730294 @default.
- W3163142861 cites W2594833348 @default.
- W3163142861 cites W2597425697 @default.
- W3163142861 cites W2608030593 @default.
- W3163142861 cites W2613718673 @default.
- W3163142861 cites W2745461083 @default.
- W3163142861 cites W2949197413 @default.
- W3163142861 cites W2950577311 @default.
- W3163142861 cites W2963066927 @default.
- W3163142861 cites W2963150162 @default.
- W3163142861 cites W2963176022 @default.
- W3163142861 cites W2963191264 @default.
- W3163142861 cites W2963383024 @default.
- W3163142861 cites W2963521239 @default.
- W3163142861 cites W2963532541 @default.
- W3163142861 cites W2963656855 @default.
- W3163142861 cites W2963668159 @default.
- W3163142861 cites W2963672682 @default.
- W3163142861 cites W2963770662 @default.
- W3163142861 cites W2963907629 @default.
- W3163142861 cites W2963954913 @default.
- W3163142861 cites W2964067226 @default.
- W3163142861 cites W2964121744 @default.
- W3163142861 cites W2970971581 @default.
- W3163142861 cites W2982461533 @default.
- W3163142861 cites W3002557610 @default.
- W3163142861 cites W3090845512 @default.
- W3163142861 doi "https://doi.org/10.1109/icpr48806.2021.9413173" @default.
- W3163142861 hasPublicationYear "2021" @default.
- W3163142861 type Work @default.
- W3163142861 sameAs 3163142861 @default.
- W3163142861 citedByCount "1" @default.
- W3163142861 countsByYear W31631428612023 @default.
- W3163142861 crossrefType "proceedings-article" @default.
- W3163142861 hasAuthorship W3163142861A5009532727 @default.
- W3163142861 hasAuthorship W3163142861A5040626471 @default.
- W3163142861 hasAuthorship W3163142861A5041308578 @default.
- W3163142861 hasConcept C119857082 @default.
- W3163142861 hasConcept C13280743 @default.
- W3163142861 hasConcept C144024400 @default.
- W3163142861 hasConcept C153083717 @default.
- W3163142861 hasConcept C154945302 @default.
- W3163142861 hasConcept C185798385 @default.
- W3163142861 hasConcept C205649164 @default.
- W3163142861 hasConcept C2779903281 @default.
- W3163142861 hasConcept C36289849 @default.
- W3163142861 hasConcept C41008148 @default.
- W3163142861 hasConcept C41608201 @default.
- W3163142861 hasConcept C44291984 @default.
- W3163142861 hasConceptScore W3163142861C119857082 @default.
- W3163142861 hasConceptScore W3163142861C13280743 @default.
- W3163142861 hasConceptScore W3163142861C144024400 @default.
- W3163142861 hasConceptScore W3163142861C153083717 @default.
- W3163142861 hasConceptScore W3163142861C154945302 @default.
- W3163142861 hasConceptScore W3163142861C185798385 @default.
- W3163142861 hasConceptScore W3163142861C205649164 @default.
- W3163142861 hasConceptScore W3163142861C2779903281 @default.
- W3163142861 hasConceptScore W3163142861C36289849 @default.
- W3163142861 hasConceptScore W3163142861C41008148 @default.
- W3163142861 hasConceptScore W3163142861C41608201 @default.
- W3163142861 hasConceptScore W3163142861C44291984 @default.
- W3163142861 hasLocation W31631428611 @default.
- W3163142861 hasOpenAccess W3163142861 @default.
- W3163142861 hasPrimaryLocation W31631428611 @default.
- W3163142861 hasRelatedWork W10405577 @default.
- W3163142861 hasRelatedWork W14993799 @default.
- W3163142861 hasRelatedWork W1549441 @default.
- W3163142861 hasRelatedWork W3262960 @default.
- W3163142861 hasRelatedWork W4190492 @default.
- W3163142861 hasRelatedWork W4554164 @default.
- W3163142861 hasRelatedWork W728297 @default.
- W3163142861 hasRelatedWork W7339520 @default.
- W3163142861 hasRelatedWork W7682646 @default.
- W3163142861 hasRelatedWork W7724241 @default.
- W3163142861 isParatext "false" @default.
- W3163142861 isRetracted "false" @default.
- W3163142861 magId "3163142861" @default.
- W3163142861 workType "article" @default.