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Rethinking summarization and storytelling for modern social multimedia
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In: Rudinac, Stevan, Chua, Tat-Seng, Diaz-Ferreyra, Nicolas, Friedland, Gerald, Gornostaja, Tatjana, Huet, Benoit, Kaptein, Rianne, Lindén, Krister, Moens, Marie-Francine, Peltonen, Jaakko, Redi, Miriam, Schedl, Markus, Shamma, David A, Smeaton, Alan F. orcid:0000-0003-1028-8389 and Xie, Lexing (2018) Rethinking summarization and storytelling for modern social multimedia. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb, 2018, Bangkok, Thailand. ISBN 978-3-319-73599-3 (2018)
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SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text ...
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Abstract:
Linguistic style is an essential part of written communication, with the power to affect both clarity and attractiveness. With recent advances in vision and language, we can start to tackle the problem of generating image captions that are both visually grounded and appropriately styled. Existing approaches either require styled training captions aligned to images or generate captions with low relevance. We develop a model that learns to generate visually relevant styled captions from a large corpus of styled text without aligned images. The core idea of this model, called SemStyle, is to separate semantics and style. One key component is a novel and concise semantic term representation generated using natural language processing techniques and frame semantics. In addition, we develop a unified language model that decodes sentences with diverse word choices and syntax for different styles. Evaluations, both automatic and manual, show captions from SemStyle preserve image semantics, are descriptive, and are ... : Accepted at CVPR 2018 ...
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Keyword:
Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1805.07030
https://dx.doi.org/10.48550/arxiv.1805.07030
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An interactive spiral tape video summarization
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In: IEEE Transactions on Multimedia (2017)
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Studying Object Naming with Online Photos and Caption
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In: Studying Object Naming with Online Photos and Caption (2016)
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Studying Object Naming with Online Photos and Caption
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In: Studying Object Naming with Online Photos and Caption (2016)
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Multi-Concept Learning With Large-Scale Multimedia Lexicons
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In: Proceedings of 2nd International Conference on Information Processing (ICIP 2008) (2015)
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Multi-Concept Learning With Large-Scale Multimedia Lexicons
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In: Proceedings of 2nd International Conference on Information Processing (ICIP 2008) (2015)
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Bilateral correspondence model for words-and-pictures association in multimedia-rich microblogs
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In: ACM Transactions on Multimedia Computing, Communications and Applications (2015)
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Bilateral correspondence model for words-and-pictures association in multimedia-rich microblogs
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In: ACM Transactions on Multimedia Computing, Communications and Applications (2015)
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