The understanding of domain adaptation in transfer learning and the introduction of three technologies

This paper will focus on domain adaptation in transfer learning , Introduce 3 Technology to implement arbitrary domain adaptation algorithm , Implement the available dataset in a tag ( Source ) Train the neural network , And in another dataset where tags are not available ( The goal is ) The goal of ensuring good performance .

primary coverage ：

1、 How to understand domain adaptation

2、 Target based domain adaptive type

3、 Distribution based domain adaptation

4、 Domain adaptation based on confrontation

5、 Domain adaptation based on reconstruction

 

Link to original English ： https://levelup.gitconnected.com/understanding-domain-adaptation-63b3bb89436f