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Title: GitHub - TangoScut/transferlearning: Resources and codes about transfer learning and domain adaptation--迁移学习 · GitHub

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Description: Resources and codes about transfer learning and domain adaptation--迁移学习 - TangoScut/transferlearning

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https://github.com/TangoScut/transferlearning#关于迁移学习的一些资料
行为识别https://github.com/jindongwang/activityrecognition
机器学习https://github.com/jindongwang/MachineLearning
迁移学习简介https://github.com/TangoScut/transferlearning#1%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B
迁移学习的综述文章https://github.com/TangoScut/transferlearning#2%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%9A%84%E7%BB%BC%E8%BF%B0%E6%96%87%E7%AB%A0
Matlab和Python代码https://github.com/TangoScut/transferlearning#3%E4%BB%A3%E7%A0%81
迁移学习代表性研究学者https://github.com/TangoScut/transferlearning#4%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E4%BB%A3%E8%A1%A8%E6%80%A7%E7%A0%94%E7%A9%B6%E5%AD%A6%E8%80%85
迁移学习相关的硕博士论文https://github.com/TangoScut/transferlearning#5%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%9B%B8%E5%85%B3%E7%9A%84%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87
Domain adaptation相关的文章https://github.com/jindongwang/transferlearning/tree/master/paper/domain%20adaptation
迁移学习用于行为识别的文章总结https://github.com/jindongwang/activityrecognition/blob/master/notes/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%94%A8%E4%BA%8E%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB.md
常用数据集https://github.com/jindongwang/transferlearning/blob/master/doc/dataset.md
https://github.com/TangoScut/transferlearning#1迁移学习简介
文档https://github.com/jindongwang/transferlearning/blob/master/doc/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%80%E4%BB%8B.md
PPT(英文)https://github.com/jindongwang/transferlearning/blob/master/doc/TransferLearning.pdf
PPT(中文)https://github.com/jindongwang/transferlearning/blob/master/doc/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0_zh-cn.pdf
https://github.com/TangoScut/transferlearning#2迁移学习的综述文章
一些迁移学习的综述文章https://github.com/jindongwang/transferlearning/tree/master/paper/survey
A survey on transfer learninghttps://github.com/jindongwang/transferlearning/blob/master/paper/survey/A%20survey%20on%20transfer%20learning_Pan_Yang_2010.pdf
A survey of transfer learninghttps://github.com/jindongwang/transferlearning/blob/master/paper/survey/A%20survey%20of%20transfer%20learning_Weiss%20et%20al_2016.pdf
迁移学习应用于行为识别https://github.com/jindongwang/transferlearning/blob/master/paper/survey/Transfer%20learning%20for%20activity%20recognition%20-%20a%20survey_Cook%20et%20al_2013.pdf
迁移学习与增强学习https://github.com/jindongwang/transferlearning/blob/master/paper/survey/Transfer%20Learning%20for%20Reinforcement%20Learning%20Domains_Taylor_Stone_2009.pdf
多个源域进行迁移的综述https://github.com/jindongwang/transferlearning/blob/master/paper/survey/A%20survey%20of%20multi-source%20domain%20adaptation_Sun%20et%20al_2015.pdf
视觉domain adaptation综述https://github.com/jindongwang/transferlearning/blob/master/paper/survey/Visual%20Domain%20Adaptation%20-%20A%20survey%20of%20recent%20advances_Patel%20et%20al_2015.pdf
迁移学习研究进展https://github.com/jindongwang/transferlearning/blob/master/paper/survey/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%A0%94%E7%A9%B6%E8%BF%9B%E5%B1%95_Zhuang%20et%20al_2010.pdf
理论分析https://github.com/jindongwang/transferlearning/tree/master/paper/theory
https://github.com/TangoScut/transferlearning#3代码
domain adaptation toolboxhttps://github.com/viggin/domain-adaptation-toolbox
https://github.com/TangoScut/transferlearning#--matlabdomain-adaptation-toolbox
https://raw.githubusercontent.com/jindongwang/transferlearning/master/png/matlab.png
我写的工具包https://github.com/jindongwang/transferlearning/tree/master/code/python
https://github.com/TangoScut/transferlearning#--python我写的工具包
香港科技大学总结的一些迁移学习方法工具包http://www.cse.ust.hk/TL/
https://github.com/TangoScut/transferlearning#--香港科技大学总结的一些迁移学习方法工具包
https://github.com/TangoScut/transferlearning#4迁移学习代表性研究学者
Qiang Yanghttp://www.cs.ust.hk/~qyang/
Google scholarhttps://scholar.google.com/citations?user=1LxWZLQAAAAJ&hl=zh-CN
Sinno Jialin Panhttp://www.ntu.edu.sg/home/sinnopan/
Google scholarhttps://scholar.google.com/citations?user=P6WcnfkAAAAJ&hl=zh-CN
Wenyuan Daihttps://scholar.google.com.sg/citations?user=AGR9pP0AAAAJ&hl=zh-CN
Fuzhen Zhuanghttp://www.intsci.ac.cn/users/zhuangfuzhen/
Google scholarhttps://scholar.google.com/citations?user=klJBYrAAAAAJ&hl=zh-CN&oi=ao
Mingsheng Longhttp://ise.thss.tsinghua.edu.cn/~mlong/
Google scholarhttps://scholar.google.com/citations?view_op=search_authors&mauthors=mingsheng+long&hl=zh-CN&oi=ao
Lixin Duanhttp://www.lxduan.info/
https://github.com/TangoScut/transferlearning#5迁移学习相关的硕博士论文
Sinno Jialin Panhttps://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/%5BPhDThesis10%5DFeature-based%20Transfer%20Learning%20with%20Real-world%20Applications.pdf_.pdf
Hao Huhttps://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/Learning-based%20Human%20activity%20recognition.pdf_.pdf
Wenchen Zhenghttps://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/Learning%20with%20Limited%20Data%20in%20Sensor-based%20Human%20Behavior%20Perdiction.pdf_.pdf
赵中堂https://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/%E8%87%AA%E9%80%82%E5%BA%94%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB%E4%B8%AD%E7%9A%84%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95%E7%A0%94%E7%A9%B6_%E8%B5%B5%E4%B8%AD%E5%A0%82.pdf_.pdf
龙明盛https://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E9%97%AE%E9%A2%98%E4%B8%8E%E6%96%B9%E6%B3%95%E7%A0%94%E7%A9%B6_%E9%BE%99%E6%98%8E%E7%9B%9B_.pdf
戴文渊https://github.com/jindongwang/transferlearning/blob/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87/%E5%9F%BA%E4%BA%8E%E5%AE%9E%E4%BE%8B%E5%92%8C%E7%89%B9%E5%BE%81%E7%9A%84%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E7%A0%94%E7%A9%B6_%E6%88%B4%E6%96%87%E6%B8%8A.caj
完整版https://github.com/jindongwang/transferlearning/tree/master/paper/%E7%A1%95%E5%8D%9A%E5%A3%AB%E8%AE%BA%E6%96%87
https://github.com/TangoScut/transferlearning#6domain-adaptation相关的文章
Domain adaptationhttps://github.com/jindongwang/transferlearning/tree/master/paper/domain%20adaptation
记与迁移学习大牛杨强教授的第二次会面https://zhuanlan.zhihu.com/p/26260083
https://github.com/TangoScut/transferlearning#记与迁移学习大牛杨强教授的第二次会面
迁移学习用于行为识别的文章总结https://github.com/jindongwang/activityrecognition/blob/master/notes/%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0%E7%94%A8%E4%BA%8E%E8%A1%8C%E4%B8%BA%E8%AF%86%E5%88%AB.md
https://github.com/TangoScut/transferlearning#迁移学习用于行为识别的文章总结
https://github.com/TangoScut/transferlearning#未来计划
jindongwang.github.io/transferlearning/https://jindongwang.github.io/transferlearning/
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