MIT AI Conference 2022

Prof Antonio Toralba AI has been trying to figure out a way to learn from data without labels just like humans do. So far, self-supervised learning has been used for context prediciton, colorization, audio prediction, solving puzzle and more. Self-supervises systems learn by themselves by creating a pre-task which will help with the learning by itself. This is a system doesn’t require any training labels. Another way is learning by visual representations. Self-supervised methods generally involv