附录

迁移学习相关的期刊和会议

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