What Is Self-Supervised Learning?
Self-supervised learning (SSL) has gained immense traction in the field of machine learning as a powerful paradigm that sits between supervised and unsupervised learning. SSL enables models to learn from unlabeled data by creating surrogate labeling tasks, dramatically reducing the need for expensive manual annotation while achieving high performance on downstream tasks. In this comprehensive … Read more