HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information.
Xiao LiuSpyridon ThermosPedro SanchezAlison Q. O'NeilSotirios A. TsaftarisPublished in: CoRR (2022)
Keyphrases
- mutual information
- supervised learning
- machine learning
- unsupervised learning
- learning algorithm
- learning tasks
- learning process
- active learning
- feature extraction
- learning problems
- reinforcement learning
- feature space
- hidden markov models
- feature set
- data mining
- linear combination
- regression model
- mutual information maximization