Modality-Balanced Embedding for Video Retrieval

SIGIR, 2022 Video search has become the main routine for users to discover videos relevant to a text query on large short-video sharing platforms. During training a query-video bi-encoder model using online search logs, we identify a modality bias phenomenon that the video encoder almost entirely re...

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Hauptverfasser:	Wang, Xun, Ke, Bingqing, Li, Xuanping, Liu, Fangyu, Zhang, Mingyu, Liang, Xiao, Xiao, Qiushi, Luo, Cheng, Yu, Yue
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Information Retrieval Statistics - Machine Learning
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