科学研究
人工智能、大数据挖掘、机器学习、多媒体智能信息处理、计算机视觉等。
- .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
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- 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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