Deep Generative Models
- The ultimate goal of data augmentation is to draw samples from the distribution, which represent the generating mechanism of dataset
- the data distribution we generate data from should not be different with the original one
- This is the core idea of deep generative models.
- Pix2Pix
- CycleGAN
- StarGAN
- [StarGAN v2](StarGAN v2.md)