MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning.
Siladittya MannaSaumik BhattacharyaUmapada PalPublished in: CoRR (2021)
Keyphrases
- mutual information
- learning algorithm
- prior knowledge
- learning process
- knowledge acquisition
- unsupervised learning
- reinforcement learning
- image registration
- learning tasks
- information theoretic
- learning systems
- data sets
- active learning
- online learning
- computer vision
- simulated annealing
- supervised learning
- combinatorial optimization
- global optimization
- learning scenarios
- information gain
- optimization process
- learning scheme
- kernel machines