FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385484802> ?p ?o ?g. }

• W4385484802 abstract "Natural language video localization (NLVL) aims to locate the matching span relevant to a given query sentence from an untrimmed video. This task requires not only understanding video and text but also aligning the semantics between video and language. Existing methods obtain vision-language representations via separate encoders, cross-modal interactions are not fine-grained enough, and the semantics are not fully aligned. In this paper, we address the vision-language alignment via joint modeling and contrastive learning. We propose a unified Video-Language Representation Network (UniNet), employing a transformer encoder to learn vision-language representations aligned. Simultaneously taking video and text as input, the encoder jointly learns the representations of both and captures the inter-relations between video and text. Then the representations are used by the predictor to locate the grounding video span. Besides, we train our model with contrastive learning to enhance vision-language representations in the training stage. Experiments on three benchmark datasets show that UniNet outperforms the baseline methods and adopting unified representation and contrastive learning can improve vision-language semantic alignment." @default.
• W4385484802 created "2023-08-03" @default.
• W4385484802 creator A5021730674 @default.
• W4385484802 creator A5036786337 @default.
• W4385484802 creator A5084764766 @default.
• W4385484802 creator A5091839641 @default.
• W4385484802 date "2023-06-18" @default.
• W4385484802 modified "2023-09-26" @default.
• W4385484802 title "Learning Unified Video-Language Representations via Joint Modeling and Contrastive Learning for Natural Language Video Localization" @default.
• W4385484802 cites W1522734439 @default.
• W4385484802 cites W2250539671 @default.
• W4385484802 cites W2890502146 @default.
• W4385484802 cites W2893119168 @default.
• W4385484802 cites W2894280539 @default.
• W4385484802 cites W2895583029 @default.
• W4385484802 cites W2897628926 @default.
• W4385484802 cites W2948958195 @default.
• W4385484802 cites W2951748488 @default.
• W4385484802 cites W2962869524 @default.
• W4385484802 cites W2963017553 @default.
• W4385484802 cites W2963095467 @default.
• W4385484802 cites W2963393391 @default.
• W4385484802 cites W2964089981 @default.
• W4385484802 cites W2964232540 @default.
• W4385484802 cites W2970401629 @default.
• W4385484802 cites W2981750465 @default.
• W4385484802 cites W2997429269 @default.
• W4385484802 cites W2998356391 @default.
• W4385484802 cites W2998841681 @default.
• W4385484802 cites W3034743747 @default.
• W4385484802 cites W3092739351 @default.
• W4385484802 cites W3175082063 @default.
• W4385484802 cites W3175817778 @default.
• W4385484802 cites W3176763654 @default.
• W4385484802 cites W3176824248 @default.
• W4385484802 cites W3177224328 @default.
• W4385484802 cites W3178087530 @default.
• W4385484802 cites W3180476551 @default.
• W4385484802 cites W3211772574 @default.
• W4385484802 cites W3211953751 @default.
• W4385484802 cites W4221154629 @default.
• W4385484802 doi "https://doi.org/10.1109/ijcnn54540.2023.10191104" @default.
• W4385484802 hasPublicationYear "2023" @default.
• W4385484802 type Work @default.
• W4385484802 citedByCount "0" @default.
• W4385484802 crossrefType "proceedings-article" @default.
• W4385484802 hasAuthorship W4385484802A5021730674 @default.
• W4385484802 hasAuthorship W4385484802A5036786337 @default.
• W4385484802 hasAuthorship W4385484802A5084764766 @default.
• W4385484802 hasAuthorship W4385484802A5091839641 @default.
• W4385484802 hasConcept C111919701 @default.
• W4385484802 hasConcept C118505674 @default.
• W4385484802 hasConcept C121332964 @default.
• W4385484802 hasConcept C13280743 @default.
• W4385484802 hasConcept C138885662 @default.
• W4385484802 hasConcept C154945302 @default.
• W4385484802 hasConcept C165801399 @default.
• W4385484802 hasConcept C184337299 @default.
• W4385484802 hasConcept C185798385 @default.
• W4385484802 hasConcept C195324797 @default.
• W4385484802 hasConcept C199360897 @default.
• W4385484802 hasConcept C204321447 @default.
• W4385484802 hasConcept C205649164 @default.
• W4385484802 hasConcept C2777530160 @default.
• W4385484802 hasConcept C28490314 @default.
• W4385484802 hasConcept C41008148 @default.
• W4385484802 hasConcept C41895202 @default.
• W4385484802 hasConcept C522192633 @default.
• W4385484802 hasConcept C59404180 @default.
• W4385484802 hasConcept C62520636 @default.
• W4385484802 hasConcept C66322947 @default.
• W4385484802 hasConceptScore W4385484802C111919701 @default.
• W4385484802 hasConceptScore W4385484802C118505674 @default.
• W4385484802 hasConceptScore W4385484802C121332964 @default.
• W4385484802 hasConceptScore W4385484802C13280743 @default.
• W4385484802 hasConceptScore W4385484802C138885662 @default.
• W4385484802 hasConceptScore W4385484802C154945302 @default.
• W4385484802 hasConceptScore W4385484802C165801399 @default.
• W4385484802 hasConceptScore W4385484802C184337299 @default.
• W4385484802 hasConceptScore W4385484802C185798385 @default.
• W4385484802 hasConceptScore W4385484802C195324797 @default.
• W4385484802 hasConceptScore W4385484802C199360897 @default.
• W4385484802 hasConceptScore W4385484802C204321447 @default.
• W4385484802 hasConceptScore W4385484802C205649164 @default.
• W4385484802 hasConceptScore W4385484802C2777530160 @default.
• W4385484802 hasConceptScore W4385484802C28490314 @default.
• W4385484802 hasConceptScore W4385484802C41008148 @default.
• W4385484802 hasConceptScore W4385484802C41895202 @default.
• W4385484802 hasConceptScore W4385484802C522192633 @default.
• W4385484802 hasConceptScore W4385484802C59404180 @default.
• W4385484802 hasConceptScore W4385484802C62520636 @default.
• W4385484802 hasConceptScore W4385484802C66322947 @default.
• W4385484802 hasLocation W43854848021 @default.
• W4385484802 hasOpenAccess W4385484802 @default.
• W4385484802 hasPrimaryLocation W43854848021 @default.
• W4385484802 hasRelatedWork W159132833 @default.
• W4385484802 hasRelatedWork W2293457016 @default.
• W4385484802 hasRelatedWork W2892009249 @default.
• W4385484802 hasRelatedWork W2936858556 @default.
• W4385484802 hasRelatedWork W3134971540 @default.

• next