BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders.
Dominic DanksChristopher YauPublished in: ICML (2021)
Keyphrases
- feature level
- dimensionality reduction
- high dimensional data
- data points
- feature extraction
- feature representation
- palmprint
- low dimensional
- denoising
- principal component analysis
- computer vision
- sparse representation
- high dimensional
- fusion process
- distance metric
- principal components
- high level
- object level
- image segmentation