A Unified Few-Shot Classification Benchmark to Compare Transfer and Meta Learning Approaches.
Vincent DumoulinNeil HoulsbyUtku EvciXiaohua ZhaiRoss GoroshinSylvain GellyHugo LarochellePublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- meta learning
- machine learning algorithms
- model selection
- learning tasks
- machine learning
- decision trees
- machine learning methods
- classification accuracy
- feature selection
- supervised learning
- text classification
- inductive learning
- video sequences
- image classification
- meta knowledge
- metamodel
- transfer learning
- class labels
- training samples
- training set
- feature extraction
- learning algorithm