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Scientific Research
梁美玉
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Professor Supervisor of Master's Candidates
Scientific Research
Research Field
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Paper Publications
Semantic Structure Enhanced Contrastive Adversarial Hash Network for Cross-Media Representation Learning.ACM Multimedia 2022.2022:277-285
Cross-Media Semantic Correlation Learning Based on Deep Hash Network and Semantic Expansion for Social Network Cross-Media Search.IEEE Transactions on Neural Networks and Learning Systems.2020,31(9):3634-3648
Video Super-Resolution Reconstruction Based on Deep Learning and Spatio-Temporal Feature Self-similarity.IEEE Transactions on Knowledge and Data Engineering.2022,34(9):4538-4553
Fine-grained Cross-media Representation Learning with Deep Quantization Attention Network.MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia.2019:1313-1321
Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data.2021 International Joint Conference on Artificial Intelligence (IJCAI 2021).2021:3235-3241
Patents
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Published Books
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Research Projects
基于深度学习的跨媒体教育大数据个性化精准推荐与搜索研究, National Natural Science Foundation of China (NSFC)-2022/12/31, 在研
复杂运动场景视频大数据中异常事件检测研究, National Natural Science Foundation of China (NSFC)-2018/12/31, 结题
基于MindSpore的跨模态大数据语义识别与搜索-2022/12/31, 在研, CAAI-华为 MindSpore学术奖励基金项目
分布关联大数据质效优化的联邦学习方法, National Natural Science Foundation of China (NSFC)-2026/12/31, 在研
科技大数据理论与技术研究, National Key Technologies R&D Program-2022/06/30
Research Team
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