Self-supervised learning: The dark matter of intelligence

Recommendable! Co-written by Yann LeCun (VP and Chief AI Scientist of Facebook). Describes some of the latest advances in computer vision as an easy to digest overview.

"... Self-supervised learning enables AI systems to learn from orders of magnitude more data, which is important to recognize and understand patterns of more subtle, less common representations of the world. ...
Self-supervised learning obtains supervisory signals from the data itself, often leveraging the underlying structure in the data. The general technique of self-supervised learning is to predict any unobserved or hidden part (or property) of the input from any observed or unhidden part of the input ..."

Self-supervised learning: The dark matter of intelligence