Deep Learning, Artificial Intelligence, Convolutional Network, Semi Supervised Learning, Self Supervised Learning.
task with two labeled examples (large blue dots) and one unlabeled example, demonstrating how the choice of the unlabeled target (black circle) affects the fitted function (gray curve). (a): A model with no regularization is free to fit any function that predicts the labeled training examples well.