Decomposed Mutual Information Estimation for Contrastive Representation Learning.
Alessandro SordoniNouha DziriHannes SchulzGeoffrey J. GordonPhilip BachmanRemi Tachet des CombesPublished in: ICML (2021)
Keyphrases
- mutual information
- learning algorithm
- learning process
- reinforcement learning
- prior knowledge
- active learning
- online learning
- supervised learning
- mutual information maximization
- feature hierarchies
- learning scheme
- learning systems
- image representation
- unsupervised learning
- medical images
- data sets
- image registration
- training data
- computer vision
- genetic algorithm