Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data.
Jola MireckaMarjan FamiliAnna KotanskaNikolai JuraschkoBeatriz Costa-GomesColin M. PalmerJeyan ThiyagalingamTom BurnleyMark BashamAlan R. LowePublished in: CoRR (2022)
Keyphrases
- image data
- clustering algorithm
- unsupervised learning
- classification accuracy
- decision trees
- machine learning
- data objects
- density based clustering algorithm
- high dimensionality
- image classification
- unsupervised clustering
- similar objects
- class labels
- d objects
- classification algorithm
- k means
- unsupervised classification
- pattern recognition
- support vector
- multidimensional data
- clustering analysis
- multi dimensional
- text classification
- supervised learning
- web objects
- support vector machine
- hierarchical clustering
- affinity measure
- similar patterns
- classification scheme
- density estimation
- fuzzy clustering
- clustering method
- support vector machine svm
- data points
- pairwise