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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.[C]: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.[J]: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.[J]:IEEE Transactions on Knowledge and Data Engineering,2022,34(9):4538-4553
.Fine-grained Cross-media Representation Learning with Deep Quantization Attention Network.[C]: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.[C]:2021 International Joint Conference on Artificial Intelligence (IJCAI 2021),2021:3235-3241
Patents
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Research Projects
科技大数据理论与技术研究
复杂运动场景视频大数据中异常事件检测研究,结题,梁美玉
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,在研,梁美玉
基于MindSpore的跨模态大数据语义识别与搜索,在研,梁美玉
分布关联大数据质效优化的联邦学习方法,在研
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