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Unmasking the Enigma of Social Media Popularity: Exploring Semantic Inconsistenc ...
Abstract: The prediction of social media popularity (SMP) poses a significant challenge due to the integration of diverse modalities. While pre-trained vision-language models (VLMs) such as CLIP have gained substantial popularit ... Read More >
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Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency b ...
Knowledge-based visual question answering (KVQA) task aims to answer questions that require additional external knowledge as well as an understanding of images and questions. Recent studies on KVQA inject an external knowledge i ... Read More >
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Multi-Modal Semantic Inconsistency Detection in Social Media News Posts
As computer-generated content and deepfakes make steady improvements, semantic approaches to multimedia forensics will become more important. In this paper, we introduce a novel classification architecture for identifying semant ... Read More >