FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3022795821> ?p ?o ?g. }

• W3022795821 endingPage "17" @default.
• W3022795821 startingPage "1" @default.
• W3022795821 abstract "Cross-modal retrieval aims to find relevant data of different modalities, such as images and text. In order to bridge the modality gap, most existing methods require a lot of coupled sample pairs as training data. To reduce the demands for training data, we propose a cross-modal retrieval framework that utilizes both coupled and uncoupled samples. The framework consists of two parts: Abstraction that aims to provide high-level single-modal representations with uncoupled samples; then, Association links different modalities through a few coupled training samples. Moreover, under this framework, we implement a cross-modal retrieval method based on the consistency between the semantic structure of multiple modalities. First, both images and text are represented with the semantic structure-based representation, which represents each sample as its similarity from the reference points that are generated from single-modal clustering. Then, the reference points of different modalities are aligned through an active learning strategy. Finally, the cross-modal similarity can be measured with the consistency between the semantic structures. The experiment results demonstrate that given proper abstraction of single-modal data, the relationship between different modalities can be simplified, and even limited coupled cross-modal training data are sufficient for satisfactory retrieval accuracy." @default.
• W3022795821 created "2020-05-13" @default.
• W3022795821 creator A5008659449 @default.
• W3022795821 creator A5010448281 @default.
• W3022795821 creator A5014759537 @default.
• W3022795821 creator A5014938120 @default.
• W3022795821 date "2020-05-07" @default.
• W3022795821 modified "2023-10-18" @default.
• W3022795821 title "Abstraction and Association: Cross-Modal Retrieval Based on Consistency between Semantic Structures" @default.
• W3022795821 cites W2013535308 @default.
• W3022795821 cites W2015175493 @default.
• W3022795821 cites W2083620785 @default.
• W3022795821 cites W2100235303 @default.
• W3022795821 cites W2120750550 @default.
• W3022795821 cites W2137234026 @default.
• W3022795821 cites W2137837859 @default.
• W3022795821 cites W2138118304 @default.
• W3022795821 cites W2211092169 @default.
• W3022795821 cites W2326180695 @default.
• W3022795821 cites W2473552888 @default.
• W3022795821 cites W2510661833 @default.
• W3022795821 cites W2584535601 @default.
• W3022795821 cites W2589310369 @default.
• W3022795821 cites W2605649771 @default.
• W3022795821 cites W2606965845 @default.
• W3022795821 cites W2616652378 @default.
• W3022795821 cites W2786585376 @default.
• W3022795821 cites W2944000174 @default.
• W3022795821 cites W2962861647 @default.
• W3022795821 cites W2962958773 @default.
• W3022795821 cites W2964081303 @default.
• W3022795821 doi "https://doi.org/10.1155/2020/2503137" @default.
• W3022795821 hasPublicationYear "2020" @default.
• W3022795821 type Work @default.
• W3022795821 sameAs 3022795821 @default.
• W3022795821 citedByCount "1" @default.
• W3022795821 countsByYear W30227958212022 @default.
• W3022795821 crossrefType "journal-article" @default.
• W3022795821 hasAuthorship W3022795821A5008659449 @default.
• W3022795821 hasAuthorship W3022795821A5010448281 @default.
• W3022795821 hasAuthorship W3022795821A5014759537 @default.
• W3022795821 hasAuthorship W3022795821A5014938120 @default.
• W3022795821 hasBestOaLocation W30227958211 @default.
• W3022795821 hasConcept C103278499 @default.
• W3022795821 hasConcept C111472728 @default.
• W3022795821 hasConcept C115961682 @default.
• W3022795821 hasConcept C124101348 @default.
• W3022795821 hasConcept C124304363 @default.
• W3022795821 hasConcept C138885662 @default.
• W3022795821 hasConcept C142853389 @default.
• W3022795821 hasConcept C144024400 @default.
• W3022795821 hasConcept C153180895 @default.
• W3022795821 hasConcept C154945302 @default.
• W3022795821 hasConcept C17744445 @default.
• W3022795821 hasConcept C185592680 @default.
• W3022795821 hasConcept C188027245 @default.
• W3022795821 hasConcept C199539241 @default.
• W3022795821 hasConcept C204321447 @default.
• W3022795821 hasConcept C23123220 @default.
• W3022795821 hasConcept C2776359362 @default.
• W3022795821 hasConcept C2776436953 @default.
• W3022795821 hasConcept C2779903281 @default.
• W3022795821 hasConcept C2780226545 @default.
• W3022795821 hasConcept C36289849 @default.
• W3022795821 hasConcept C41008148 @default.
• W3022795821 hasConcept C71139939 @default.
• W3022795821 hasConcept C94625758 @default.
• W3022795821 hasConceptScore W3022795821C103278499 @default.
• W3022795821 hasConceptScore W3022795821C111472728 @default.
• W3022795821 hasConceptScore W3022795821C115961682 @default.
• W3022795821 hasConceptScore W3022795821C124101348 @default.
• W3022795821 hasConceptScore W3022795821C124304363 @default.
• W3022795821 hasConceptScore W3022795821C138885662 @default.
• W3022795821 hasConceptScore W3022795821C142853389 @default.
• W3022795821 hasConceptScore W3022795821C144024400 @default.
• W3022795821 hasConceptScore W3022795821C153180895 @default.
• W3022795821 hasConceptScore W3022795821C154945302 @default.
• W3022795821 hasConceptScore W3022795821C17744445 @default.
• W3022795821 hasConceptScore W3022795821C185592680 @default.
• W3022795821 hasConceptScore W3022795821C188027245 @default.
• W3022795821 hasConceptScore W3022795821C199539241 @default.
• W3022795821 hasConceptScore W3022795821C204321447 @default.
• W3022795821 hasConceptScore W3022795821C23123220 @default.
• W3022795821 hasConceptScore W3022795821C2776359362 @default.
• W3022795821 hasConceptScore W3022795821C2776436953 @default.
• W3022795821 hasConceptScore W3022795821C2779903281 @default.
• W3022795821 hasConceptScore W3022795821C2780226545 @default.
• W3022795821 hasConceptScore W3022795821C36289849 @default.
• W3022795821 hasConceptScore W3022795821C41008148 @default.
• W3022795821 hasConceptScore W3022795821C71139939 @default.
• W3022795821 hasConceptScore W3022795821C94625758 @default.
• W3022795821 hasFunder F4320321001 @default.
• W3022795821 hasLocation W30227958211 @default.
• W3022795821 hasLocation W30227958212 @default.
• W3022795821 hasOpenAccess W3022795821 @default.
• W3022795821 hasPrimaryLocation W30227958211 @default.
• W3022795821 hasRelatedWork W2474574787 @default.
• W3022795821 hasRelatedWork W2546190447 @default.

• next