Noah Barrett

Evolutionary Augmentation Policy Optimization for Self-Supervised Learning

2023 · Advances in Artificial Intelligence and Machine Learning

Self-supervised Learning (SSL) is a machine learning algorithm for pretraining Deep Neural Networks (DNNs) without requiring manually labeled data. The central idea of this learning technique is based on an auxiliary stage aka pretext task …