MEAL: Stable and Active Learning for Few-Shot Prompting.
Abdullatif KöksalTimo SchickHinrich SchützePublished in: CoRR (2022)
Keyphrases
- active learning
- random sampling
- semi supervised
- learning algorithm
- video sequences
- training examples
- video content
- machine learning
- pool based active learning
- shot boundary detection
- selective sampling
- supervised learning
- relevance feedback
- multimedia
- visual features
- learning strategies
- transfer learning
- training set
- sample selection
- imbalanced data classification
- low level
- learning process
- shot detection
- crowd sourced
- batch mode active learning
- neural network