May 10, 2024, 4:45 a.m. | Zhizhen Zhang, Ning Wang, Haojie Li, Zhihui Wang

cs.CV updates on arXiv.org arxiv.org

arXiv:2405.05760v1 Announce Type: new
Abstract: The purpose of semantic location prediction is to extract relevant semantic location information from multimodal social media posts, offering a more contextual understanding of daily activities compared to GPS coordinates. However, this task becomes challenging due to the presence of noise and irrelevant information in "text-image" pairs. Existing methods suffer from insufficient feature representations and fail to consider the comprehensive integration of similarity at different granularities, making it difficult to filter out noise and irrelevant …

abstract arxiv cs.cl cs.cv daily extract fusion gps however information location media multimodal noise prediction semantic social social media transformer type understanding

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