Discovering Universal Geometry in Embeddings with ICA.
Hiroaki YamagiwaMomose OyamaHidetoshi ShimodairaPublished in: EMNLP (2023)
Keyphrases
- independent component analysis
- three dimensional
- face recognition
- signal processing
- euclidean space
- preprocessing
- principal component analysis
- dimensionality reduction
- vector space
- feature extraction
- low dimensional
- geometric features
- euclidean geometry
- real time
- kolmogorov complexity
- geometric information
- blind source separation
- factor analysis
- manifold learning
- multiscale
- information systems