面向大数据的安全迁移学习方法
61502265
2015
F0605.模式识别与数据挖掘
龙明盛
青年科学基金项目
副教授
清华大学
22万元
核方法;监督学习;大规模机器学习;深度学习;迁移学习
2016-01-01到2018-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | HashNet: Deep Learning to Hash by Continuation | 会议论文 | Zhangjie Cao;Mingsheng Long;Jianmin Wang;Philip S. Yu |
| 2 | Transfer Adversarial Hashing for Hamming Space Retrieval | 会议论文 | Zhangjie Cao;Mingsheng Long;Chao Huang;Jianmin Wang |
| 3 | Correlation Autoencoder Hashing for Supervised Cross-Modal Search | 会议论文 | Cao Yue;Long Mingsheng;Wang Jianmin;Zhu Han |
| 4 | Deep quantization network for efficient image retrieval | 会议论文 | Cao Yue;Long Mingsheng;Wang Jianmin;Zhu Han;Wen Qingfu |
| 5 | Learning transferable features with deep adaptation networks | 会议论文 | Long Mingsheng;Cao Yue;Wang Jianmin;Jordan Michael I. |
| 6 | Collective Deep Quantization for Efficient Cross-Modal Retrieval | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang;Shichen Liu |
| 7 | Unsupervised Domain Adaptation with Residual Transfer Networks | 会议论文 | Long Mingsheng;Zhu Han;Wang Jianmin;Jordan Michael I. |
| 8 | Deep hashing network for efficient similarity retrieval | 会议论文 | Zhu Han;Long Mingsheng;Wang Jianmin;Cao Yue |
| 9 | 非结构化数据管理与分析关键技术及应用 | 奖励 | 王建民;孙家广;王朝坤;龙明盛;黄向东;刘源 |
| 10 | Deep visual-semantic hashing for cross-modal retrieval | 会议论文 | Cao Yue;Long Mingsheng;Wang Jianmin;Yang Qiang;Yu Philip S. |
| 11 | PredCNN: Predictive learning with cascade convolutions | 会议论文 | Xu Ziru;Wang Yunbo;Long Mingsheng;Wang Jianmin |
| 12 | 面向近似近邻查询的分布式哈希学习方法 | 期刊论文 | 文庆福;王建民;朱晗;曹越;龙明盛 |
| 13 | Spatiotemporal Pyramid Network for Video Action Recognition | 会议论文 | Yunbo Wang;Mingsheng Long;Jianmin Wang;Philip S. Yu |
| 14 | Learning Multiple Tasks with Multilinear Relationship Networks | 会议论文 | Mingsheng Long;Zhangjie Cao;Jianmin Wang;Philip S. Yu |
| 15 | 中国人工智能学会优秀博士学位论文奖 | 奖励 | 龙明盛 |
| 16 | Correlation Hashing Network for Efficient Cross-Modal Retrieval | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang |
| 17 | Unsupervised Domain Adaptation with Distribution Matching Machines | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang |
| 18 | PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs | 会议论文 | Yunbo Wang;Mingsheng Long;Jianmin Wang;Zhifeng Gao;Philip S. Yu |
| 19 | Multi-Adversarial Domain Adaptation | 会议论文 | Zhongyi Pei;Zhangjie Cao;Mingsheng Long;Jianmin Wang |
| 20 | Transitive Hashing Network for Heterogeneous Multimedia Retrieval | 会议论文 | Zhangjie Cao;Mingsheng Long;Jianmin Wang;Qiang Yang |
| 21 | Deep Visual-Semantic Quantization for Efficient Image Retrieval | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang;Shichen Liu |
| 22 | Composite correlation quantization for efficient multimodal retrieval | 会议论文 | Long Mingsheng;Cao Yue;Wang Jianmin;Yu Philip S. |
| 23 | Transitive Hashing Network for Heterogeneous Multimedia Retrieval | 会议论文 | Zhangjie Cao;Mingsheng Long;Jianmin Wang;Qiang Yang |
| 24 | PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs | 会议论文 | Yunbo Wang;Mingsheng Long;Jianmin Wang;Zhifeng Gao;Philip S. Yu |
| 25 | PredCNN: Predictive learning with cascade convolutions | 会议论文 | Xu Ziru;Wang Yunbo;Long Mingsheng;Wang Jianmin |
| 26 | Partial Transfer Learning with Selective Adversarial Networks | 会议论文 | Zhangjie Cao();Mingsheng Long();Jianmin Wang;Michael I. Jordan |
| 27 | Deep quantization network for efficient image retrieval | 会议论文 | Cao Yue;Long Mingsheng;Wang Jianmin;Zhu Han;Wen Qingfu |
| 28 | 面向近似近邻查询的分布式哈希学习方法 | 期刊论文 | 文庆福;王建民;朱晗;曹越;龙明盛 |
| 29 | Correlation Hashing Network for Efficient Cross-Modal Retrieval | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang |
| 30 | Deep visual-semantic hashing for cross-modal retrieval | 会议论文 | Cao Yue;Long Mingsheng;Wang Jianmin;Yang Qiang;Yu Philip S. |
| 31 | Unsupervised Domain Adaptation with Residual Transfer Networks | 会议论文 | Long Mingsheng;Zhu Han;Wang Jianmin;Jordan Michael I. |
| 32 | Deep Cauchy Hashing for Hamming Space Retrieval | 会议论文 | Yue Cao();Mingsheng Long();Bin Liu;Jianmin Wang |
| 33 | Learning transferable features with deep adaptation networks | 会议论文 | Long Mingsheng;Cao Yue;Wang Jianmin;Jordan Michael I. |
| 34 | Transferable Attention for Domain Adaptation | 会议论文 | Ximei Wang();Liang Li;Weirui Ye;Mingsheng Long();Jianmin Wang |
| 35 | Deep hashing network for efficient similarity retrieval | 会议论文 | Zhu Han;Long Mingsheng;Wang Jianmin;Cao Yue |
| 36 | Unsupervised Domain Adaptation with Distribution Matching Machines | 会议论文 | Yue Cao;Mingsheng Long;Jianmin Wang |
| 37 | Spatiotemporal Pyramid Network for Video Action Recognition | 会议论文 | Yunbo Wang;Mingsheng Long;Jianmin Wang;Philip S. Yu |
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