Neural Multimodal Cooperative Learning Toward Micro-Video Understanding
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DOI: 10.1109/tip.2019.2923608
Abstract: The prevailing characteristics of micro-videos result in the less descriptive power of each modality. The micro-video representations, several pioneer efforts proposed, are limited in implicitly exploring the consistency between different modality information but ignore the… read more here.
Keywords: multimodal cooperative; modality; micro video; cooperative learning ... See more keywords
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3059508
Abstract: Micro-video recommendation has attracted extensive research attention with the increasing popularity of micro-video sharing platforms. Traditional approaches consider micro-video recommendation as a matching task and ignore the rich relationships among users and micro-videos from various… read more here.
Keywords: feature aggregation; video; micro video; video recommendation ... See more keywords
DualGNN: Dual Graph Neural Network for Multimedia Recommendation
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DOI: 10.1109/tmm.2021.3138298
Abstract: One of the important factors affecting micro-video recommender systems is to model the multi-modal user preference on the micro-video. Despite the remarkable performance of prior arts, they are still limited by fusing the user preference… read more here.
Keywords: micro video; recommendation; multi modal; micro ... See more keywords
Exploration of micro-video teaching mode of college students using deep learning and human–computer interaction
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DOI: 10.3389/fpsyg.2022.916021
Abstract: In order to improve the efficiency of teaching and learning in Colleges and Universities (CAUs), this work combines the Browser/Server (B/S) framework with Model View Presenter (MVP) technology to build a college student–oriented micro-video teaching… read more here.
Keywords: micro video; video teaching; video; college ... See more keywords
Application and Evaluation of the Flipped Classroom Based on Micro-Video Class in Pharmacology Teaching
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DOI: 10.3389/fpubh.2022.838900
Abstract: With the continuous development of information technology, new teaching resources “micro-video class” and teaching model “flipped classroom” have gradually attracted the attention of teachers. Whether and how they can be applied in pharmacology teaching has… read more here.
Keywords: micro video; video class; pharmacology; flipped classroom ... See more keywords