pretext-tasks

Self-supervised learning turns unlabeled data into its own teacher. This lesson covers why labels are the bottleneck, how a pretext task manufactures free supervision, the shift from predicting pixels to learning embeddings invariant to augmentation, and the collapse problem that every method after it must solve.