迁移学习仍然是一个蓬勃发展的研究领域。最近几年，在顶级期刊和会议上，越来越多的研究者开始发表文章，不断提出迁移学习的新方法，不断开拓迁移学习的新应用领域。
在这里，我们对迁移学习相关的国际期刊和会议作一小结，以方便初学者寻找合适的论文。这些期刊会议可以在下表中找到。
| 序号 | 简称 | 全称 | 领域 |
|---|---|---|---|
| 国际期刊 | |||
| 1 | JMLR | Journal of Machine Learning Research | 机器学习 |
| 2 | MLJ | Machine Learning Journal | 机器学习 |
| 3 | AIJ | Artificial Intelligence Journal | 人工智能 |
| 4 | TKDE | IEEE Transactions on Knowledge and Data Engineering | 数据挖掘 |
| 5 | TIST | ACM Transactions on Intelligent Science and Technology | 数据挖掘 |
| 6 | PAMI | IEEE Transactions on Pattern Analysis and Machine Intelligence | 计算机视觉 |
| 7 | IJCV | International Journal of Computer Vision | 计算机视觉 |
| 8 | TIP | IEEE Transactions on Image Processing | 计算机视觉 |
| 9 | PR | Pattern Recognition | 模式识别 |
| 10 | PRL | Pattern Recognition Letters | 模式识别 |
| 国际会议 | |||
| 1 | ICML | International Conference on Machine Learning | 机器学习 |
| 2 | NIPS | Annual Conference on Neural Information Processing System | 机器学习 |
| 3 | IJCAI | International Joint Conference on Artificial Intelligence | 人工智能 |
| 4 | AAAI | AAAI conference on Artificial Intelligence | 人工智能 |
| 5 | KDD | \begin{tabular}[c]{@{}c@{}}ACM SIGKDD\ Conference on Knowledge Discovery and Data Mining\end{tabular} | 数据挖掘 |
| 6 | ICDM | IEEE International Conference on Data Mining | 数据挖掘 |
| 7 | CVPR | \begin{tabular}[c]{@{}c@{}}IEEE Conference on Computer Vision and\ Pattern Recognition\end{tabular} | 计算机视觉 |
| 8 | ICCV | IEEE International Conference on Computer Vision | 计算机视觉 |
| 9 | ECCV | European Conference on Computer Vision | 计算机视觉 |
| 10 | WWW | International World Wide Web Conferences | 文本、互联网 |
| 11 | CIKM | International Conference on Information and Knowledge Management | 文本分析 |
| 12 | ACMMM | ACM International Conference on Multimedia | 多媒体 |