Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions.
Jinsung YoonRajarishi SinhaSercan Ö. ArikTomas PfisterPublished in: CoRR (2024)
Keyphrases
- semi supervised
- unsupervised methods
- unsupervised learning
- supervised learning
- supervised training
- supervised classification
- supervised methods
- weakly supervised
- word sense induction
- discriminant projection
- graph embedding
- unsupervised feature selection
- machine learning
- supervised and semi supervised
- data sets
- dimensionality reduction
- pairwise
- parameter tuning
- information hiding
- nonlinear dimensionality reduction
- unlabeled data
- labeled data
- completely unsupervised
- feature selection
- learning algorithm
- data hiding
- data driven
- training set
- training data
- image segmentation
- high dimensional data