Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning.
Aapo HyvärinenIlyes KhemakhemHiroshi MoriokaPublished in: Patterns (2023)
Keyphrases
- independent component analysis
- deep learning
- unsupervised learning
- independent subspace analysis
- deep architectures
- source separation
- weakly supervised
- independent components
- restricted boltzmann machine
- unsupervised feature learning
- principal component analysis
- blind source separation
- independent components analysis
- signal processing
- deep belief networks
- factor analysis
- machine learning
- supervised learning
- mental models
- dimensionality reduction
- semi supervised
- superpixels
- high order statistics