Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty.
Dan HendrycksMantas MazeikaSaurav KadavathDawn SongPublished in: CoRR (2019)
Keyphrases
- learning process
- learning phase
- learning algorithm
- objective function
- prior knowledge
- learning scheme
- computational model
- management system
- learning tasks
- formal model
- statistical model
- mathematical model
- theoretical analysis
- neural network
- machine learning
- dynamic bayesian networks
- learning mechanism
- privileged information
- inference process
- connectionist networks
- conceptual model
- network structure
- experimental data
- theoretical framework
- online learning
- supervised learning
- probability distribution
- active learning
- reinforcement learning
- similarity measure