**6. Sample-reconstruction approaches**

The core idea of the data-reconstruction approach is to utilize the reconstruction as an auxiliary task for encouraging domain confusion in an unsupervised manner. In this section, we discuss two types of approaches that are mainly addressed in recent years, including the encoder-decoder-based method and the GANs-based method.
