​​self-supervised learning

the recent time more & more talk about self-supervised learning; maybe because each year increase data, how to know

the authors (lilian weng @ openai) cover the main ideas in this area on
• images (distortion, patches, colorization, generative modeling, contrastive predictive coding, momentum contrast)
• videos (tracking, frame sequence, video colorization)
• control problems (multi-view metric learning, autonomous goal generation)

btw, this article is being updated


article: https://lilianweng.github.io/lil-log/2019/11/10/self-supervised-learning.html

#selfsupervised #learning #pretext #unlabel