首页 > Web开发 > 详细

Advances in Autoencoders (AEs)

时间:2020-07-09 00:45:43      阅读:72      评论:0      收藏:0      [点我收藏+]

 

Announcements

- This repository provides references to recent advances in autoencoders (AEs), and will be updated once every month with the hope of expediting the development of this field.

- The main content of his repository consists of three components: (0) tutorials and reviews; (1) empirical advances section which contains references to various autoencoders of different architectures; (2) theoretical advances section which contains references to theoretical studies of AEs such as performance guarantees; (3) applications section which contains references to applications of AEs in different fields such as representation learning.

- This repository won‘t be possible without the efforts from many contributors who are listed in the end. If you want to contribute to this repository, you can simply put the reference information in the comment for this repository or send us an email. Please follow the following formats to help us: (1) send emails to yijirong@hotmail.com ; (2) set the email title as "Refrences_AE_Institute"; (3) set the references format as Vancouver (available in Google Scholar) with hyperlinks to the reference and its implementation (if it‘s available), i.e.,

Kingma DP, Welling M. Auto-encoding variational bayes. arXiv preprint arXiv:1312.6114. 2013 Dec 20. Github
 
- If you have any constructive suggestions, please leave them as comments to this repository.

 


 

Tutorials and Reviews

- Zhang, G., Liu, Y. and Jin, X., 2020. A survey of autoencoder-based recommender systems. Frontiers of Computer Science, pp.1-21.
- Tschannen M, Bachem O, Lucic M. Recent advances in autoencoder-based representation learning. arXiv preprint arXiv:1812.05069. 2018 Dec 12.
 

To Be Added

 


 

Empirical Advances

 

To Be Added


 

Applications

To Be Added


Contributors

This repository will be impossible without the contributions from the following:

* UserID, Affiliation, contributing since, number of reference contribution

 

To Be Added


References

To Be Added

 

Advances in Autoencoders (AEs)

原文:https://www.cnblogs.com/mlsquare/p/13270150.html

(0)
(0)
   
举报
评论 一句话评论(0
关于我们 - 联系我们 - 留言反馈 - 联系我们:wmxa8@hotmail.com
© 2014 bubuko.com 版权所有
打开技术之扣,分享程序人生!