Self-Supervised Learning 自监督学习中Pretext task的理解
Pretext task也叫surrogate task
![](https://img2020.cnblogs.com/blog/1800705/202011/1800705-20201110103131688-1179028593.png)
Various pretext tasks have been proposed for self-supervised learning including colorizing grayscale images, image inpainting, playing image jigsaw puzzle.
参考文献:
Jing, Longlong, and Yingli Tian. "Self-supervised visual feature learning with deep neural networks: A survey." IEEE Transactions on Pattern Analysis and Machine Intelligence (2020).