Learning deep representations by mutual information estimation and maximization.
R. Devon HjelmAlex FedorovSamuel Lavoie-MarchildonKaran GrewalPhilip BachmanAdam TrischlerYoshua BengioPublished in: ICLR (2019)
Keyphrases
- mutual information
- learning problems
- learning algorithm
- reinforcement learning
- information theoretic
- machine learning
- unsupervised learning
- online learning
- text classification
- image registration
- neural network
- medical images
- multi agent
- parameter estimation
- similarity measure
- learning tasks
- incremental learning
- learning community
- external representations