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For multimedia applications, constructing a joint representation that could carry information for multiple modalities could be very conducive for downstream use cases. In this paper, we study how to effectively utilize available multimodal cues from videos in learning joint representations for...
Exoticism is the charm of the unfamiliar or something remote. It has received significant interest in different kinds of arts, but although visual concept classification in images and videos for semantic multimedia retrieval has been researched for years, the visual concept of exoticism has not...
With the development of social media, data often come from a variety of sources in different modalities. These data contain complementary information that can be used to produce better learning algorithms. Such data exhibit dual heterogeneity: On the one hand, data obtained from multiple...
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