Interactive video search with multi-modal LLM video captioning

Cross-modal representation learning is essential for interactive text-to-video search tasks. However, the representation learning is limited by the size and quality of video-caption pairs. To improve the search accuracy, we propose to enlarge the size of available video-caption pairs by leveraging m...

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Main Authors: CHENG, Yu-Tong, WU, Jiaxin, MA, Zhixin, HE, Jiangshan, WEI, Xiao-Yong, NGO, Chong-wah
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2025
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Online Access:https://ink.library.smu.edu.sg/sis_research/10105
https://ink.library.smu.edu.sg/context/sis_research/article/11105/viewcontent/InteractiveVideo_LLM_av.pdf
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Institution: Singapore Management University
Language: English