Few-Shot Learning by Dimensionality Reduction in Gradient Space.
Martin GauchMaximilian BeckThomas AdlerDmytro KotsurStefan FielHamid Eghbal-zadehJohannes BrandstetterJohannes KoflerMarkus HolzleitnerWerner ZellingerDaniel KlotzSepp HochreiterSebastian LehnerPublished in: CoLLAs (2022)
Keyphrases
- dimensionality reduction
- learning algorithm
- reinforcement learning
- low dimensional
- supervised learning
- active learning
- learning tasks
- learning systems
- feature extraction
- prior knowledge
- data sets
- knn
- learning process
- learning objects
- high dimensional
- pattern recognition
- unsupervised learning
- image processing
- inductive inference