TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification.
Moshe LichtensteinPrasanna SattigeriRogério Schmidt FerisRaja GiryesLeonid KarlinskyPublished in: CoRR (2020)
Keyphrases
- supervised learning
- learning process
- online learning
- learning algorithm
- feature set
- text classification
- pattern recognition
- feature vectors
- incremental learning
- active learning
- unsupervised learning
- discriminative learning
- adaptive learning
- learning tasks
- learning systems
- model selection
- class labels
- classification accuracy
- learning problems
- prior knowledge
- classification models
- training set
- learning capabilities
- learning phase
- training data