Discovering Universal Geometry in Embeddings with ICA.
Hiroaki YamagiwaMomose OyamaHidetoshi ShimodairaPublished in: CoRR (2023)
Keyphrases
- independent component analysis
- three dimensional
- preprocessing
- independent components
- blind source separation
- face recognition
- feature extraction
- vector space
- euclidean geometry
- natural image statistics
- statistically independent
- manifold learning
- geometric constraints
- factor analysis
- signal processing
- dimensionality reduction
- pattern recognition
- computer vision
- kolmogorov complexity
- data sets