Matches in SemOpenAlex for { <https://semopenalex.org/work/W3004328990> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3004328990 abstract "Recently, image captioning has aroused great interest in both academic and industrial worlds. Most existing systems are built upon large-scale datasets consisting of image-sentence pairs, which, however, are time-consuming to construct. In addition, even for the most advanced image captioning systems, it is still difficult to realize deep image understanding. In this work, we achieve unpaired image captioning by bridging the vision and the language domains with high-level semantic information. The motivation stems from the fact that the semantic concepts with the same modality can be extracted from both images and descriptions. To further improve the quality of captions generated by the model, we propose the Semantic Relationship Explorer, which explores the relationships between semantic concepts for better understanding of the image. Extensive experiments on MSCOCO dataset show that we can generate desirable captions without paired datasets. Furthermore, the proposed approach boosts five strong baselines under the paired setting, where the most significant improvement in CIDEr score reaches 8%, demonstrating that it is effective and generalizes well to a wide range of models." @default.
- W3004328990 created "2020-02-07" @default.
- W3004328990 creator A5002795838 @default.
- W3004328990 creator A5016393389 @default.
- W3004328990 creator A5034291270 @default.
- W3004328990 creator A5060484443 @default.
- W3004328990 date "2019-11-01" @default.
- W3004328990 modified "2023-10-01" @default.
- W3004328990 title "Exploring Semantic Relationships for Image Captioning without Parallel Data" @default.
- W3004328990 cites W1905882502 @default.
- W3004328990 cites W1931639407 @default.
- W3004328990 cites W1956340063 @default.
- W3004328990 cites W2025768430 @default.
- W3004328990 cites W2150824314 @default.
- W3004328990 cites W2277195237 @default.
- W3004328990 cites W2302086703 @default.
- W3004328990 cites W2550553598 @default.
- W3004328990 cites W2552161745 @default.
- W3004328990 cites W2558834163 @default.
- W3004328990 cites W2575842049 @default.
- W3004328990 cites W2588822708 @default.
- W3004328990 cites W2607768201 @default.
- W3004328990 cites W2732016772 @default.
- W3004328990 cites W2795151422 @default.
- W3004328990 cites W2888321701 @default.
- W3004328990 cites W2890531016 @default.
- W3004328990 cites W2963048642 @default.
- W3004328990 cites W2963084599 @default.
- W3004328990 cites W2963101956 @default.
- W3004328990 cites W2963206679 @default.
- W3004328990 cites W2963536419 @default.
- W3004328990 cites W2963743213 @default.
- W3004328990 cites W2964018924 @default.
- W3004328990 cites W2965359408 @default.
- W3004328990 cites W2987432247 @default.
- W3004328990 cites W2992478697 @default.
- W3004328990 cites W3098019619 @default.
- W3004328990 cites W4249013746 @default.
- W3004328990 doi "https://doi.org/10.1109/icdm.2019.00054" @default.
- W3004328990 hasPublicationYear "2019" @default.
- W3004328990 type Work @default.
- W3004328990 sameAs 3004328990 @default.
- W3004328990 citedByCount "11" @default.
- W3004328990 countsByYear W30043289902019 @default.
- W3004328990 countsByYear W30043289902020 @default.
- W3004328990 countsByYear W30043289902021 @default.
- W3004328990 countsByYear W30043289902022 @default.
- W3004328990 countsByYear W30043289902023 @default.
- W3004328990 crossrefType "proceedings-article" @default.
- W3004328990 hasAuthorship W3004328990A5002795838 @default.
- W3004328990 hasAuthorship W3004328990A5016393389 @default.
- W3004328990 hasAuthorship W3004328990A5034291270 @default.
- W3004328990 hasAuthorship W3004328990A5060484443 @default.
- W3004328990 hasConcept C115961682 @default.
- W3004328990 hasConcept C121332964 @default.
- W3004328990 hasConcept C154945302 @default.
- W3004328990 hasConcept C157657479 @default.
- W3004328990 hasConcept C174348530 @default.
- W3004328990 hasConcept C184337299 @default.
- W3004328990 hasConcept C199360897 @default.
- W3004328990 hasConcept C204321447 @default.
- W3004328990 hasConcept C23123220 @default.
- W3004328990 hasConcept C2777530160 @default.
- W3004328990 hasConcept C2778755073 @default.
- W3004328990 hasConcept C2780801425 @default.
- W3004328990 hasConcept C31258907 @default.
- W3004328990 hasConcept C41008148 @default.
- W3004328990 hasConcept C62520636 @default.
- W3004328990 hasConceptScore W3004328990C115961682 @default.
- W3004328990 hasConceptScore W3004328990C121332964 @default.
- W3004328990 hasConceptScore W3004328990C154945302 @default.
- W3004328990 hasConceptScore W3004328990C157657479 @default.
- W3004328990 hasConceptScore W3004328990C174348530 @default.
- W3004328990 hasConceptScore W3004328990C184337299 @default.
- W3004328990 hasConceptScore W3004328990C199360897 @default.
- W3004328990 hasConceptScore W3004328990C204321447 @default.
- W3004328990 hasConceptScore W3004328990C23123220 @default.
- W3004328990 hasConceptScore W3004328990C2777530160 @default.
- W3004328990 hasConceptScore W3004328990C2778755073 @default.
- W3004328990 hasConceptScore W3004328990C2780801425 @default.
- W3004328990 hasConceptScore W3004328990C31258907 @default.
- W3004328990 hasConceptScore W3004328990C41008148 @default.
- W3004328990 hasConceptScore W3004328990C62520636 @default.
- W3004328990 hasLocation W30043289901 @default.
- W3004328990 hasOpenAccess W3004328990 @default.
- W3004328990 hasPrimaryLocation W30043289901 @default.
- W3004328990 hasRelatedWork W159132833 @default.
- W3004328990 hasRelatedWork W2903179935 @default.
- W3004328990 hasRelatedWork W2951159095 @default.
- W3004328990 hasRelatedWork W3111379637 @default.
- W3004328990 hasRelatedWork W3194749251 @default.
- W3004328990 hasRelatedWork W3197904250 @default.
- W3004328990 hasRelatedWork W3209355071 @default.
- W3004328990 hasRelatedWork W3216250699 @default.
- W3004328990 hasRelatedWork W4283315784 @default.
- W3004328990 hasRelatedWork W4320016117 @default.
- W3004328990 isParatext "false" @default.
- W3004328990 isRetracted "false" @default.
- W3004328990 magId "3004328990" @default.
- W3004328990 workType "article" @default.