基于异构域适配的欠标注场景迁移学习研究
61806039
2018
F0603.机器学习
李晶晶
青年科学基金项目
研究员
电子科技大学
27万元
异构域适配;深度学习;迁移学习;生成对抗网络
2019-01-01到2021-12-31
- 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 | Domain Adaptive Semantic Segmentation without Source Data | 会议论文 | Fuming You;Jingjing Li;Lei Zhu;Zhi Chen;Zi Huang |
| 2 | Locality Preserving Joint Transfer for Domain Adaptation | 期刊论文 | Jingjing Li;Mengmeng Jing;Ke Lu;Lei Zhu;Heng Tao Shen |
| 3 | Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning | 会议论文 | Jingjing Li;Mengmeng Jing;Lei Zhu;Zhengming Ding;Ke Lu;Yang Yang |
| 4 | Maximum Density Divergence for Domain Adaptation | 期刊论文 | Jingjing Li;Erpeng Chen;Zhengming Ding;Lei Zhu;Ke Lu;Heng Tao Shen |
| 5 | Adversarial Entropy Optimization for Unsupervised Domain Adaptation | 期刊论文 | Ao Ma;Jingjing Li;Ke Lu;Lei Zhu;Heng Tao Shen |
| 6 | Region Semantically Aligned Network for Zero-Shot Learning | 会议论文 | Ziyang Wang;Yunhao Gou;Jingjing Li;Yu Zhang;Yang Yang |
| 7 | Faster Domain Adaptation Networks | 期刊论文 | Jingjing Li;Mengmeng Jing;Hongzu Su;Ke Lu;Lei Zhu;Heng Tao Shen |
| 8 | Learning explicitly transferable representations for domain adaptation | 期刊论文 | Mengmeng Jing;Jingjing Li;Ke Lu;Lei Zhu;Yang Yang |
| 9 | Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders | 会议论文 | Mengmeng Jing;Jingjing Li;Lei Zhu;Ke Lu;Yang Yang;Zi Huang |
| 10 | Adaptive Component Embedding for Domain Adaptation | 期刊论文 | Mengmeng Jing;Jidong Zhao;Jingjing Li;Lei Zhu;Yang Yang;Heng Tao Shen |
| 11 | Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning | 期刊论文 | Yalan Ye;Yukun He;Tongjie Pan;Jingjing Li;Heng Tao Shen |
| 12 | Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation | 会议论文 | Zhekai Du;Jingjing Li;Hongzu Su;Lei Zhu;Ke Lu |
| 13 | Divergence-agnostic Unsupervised Domain Adaptation by Adversarial Attacks | 期刊论文 | Jingjing Li;Zhekai Du;Lei Zhu;Ke Lu;Heng Tao Shen |
| 14 | Leveraging the Invariant Side of Generative Zero-Shot Learning | 会议论文 | Jingjing Li;Mengmeng Jing;Ke Lu;Zhengming Ding;Lei Zhu;Zi Huang |
| 15 | Imbalanced Source-free Domain Adaptation | 会议论文 | Xinhao Li;Jingjing Li;Lei Zhu;Guoqing Wang;Zi Huang |
| 16 | Challenging tough samples in unsupervised domain adaptation | 期刊论文 | Lin Zuo;Mengmeng Jing;Jingjing Li;Lei Zhu;Ke Lu;Yang Yang |
| 17 | Investigating the Bilateral Connections in Generative Zero-shot Learning | 期刊论文 | Jingjing Li;Mengmeng Jing;Ke Lu;Lei Zhu;Heng Tao Shen |
| 18 | Balanced Open Set Domain Adaptation via Centroid Alignment | 会议论文 | Mengmeng Jing;Jingjing Li;Lei Zhu;Zhengming Ding;Ke Lu;Yang Yang |
| 19 | Alleviating Feature Confusion for Generative Zero-shot Learning | 会议论文 | Jingjing Li;Mengmeng Jing;Ke Lu;Lei Zhu;Yang Yang;Zi Huang |
| 20 | Learning Transferrable and Interpretable Representations for Domain Generalization | 会议论文 | Zhekai Du;Jingjing Li;Ke Lu;Lei Zhu;Zi Huang |
| 21 | From Zero-Shot Learning to Cold-Start Recommendation | 会议论文 | Jingjing Li;Mengmeng Jing;Ke Lu;Lei Zhu;Yang Yang;Zi Huang |
| 22 | Cycle-consistent Conditional Adversarial Transfer Networks | 会议论文 | Jingjing Li;Erpeng Chen;Zhengming Ding;Lei Zhu;Ke Lu;Zi Huang |
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