MEAL: Stable and Active Learning for Few-Shot Prompting.
Abdullatif KöksalTimo SchickHinrich SchützePublished in: EMNLP (Findings) (2023)
Keyphrases
- active learning
- semi supervised
- random sampling
- video sequences
- learning strategies
- machine learning
- training examples
- selective sampling
- visual features
- learning algorithm
- active learning strategies
- relevance feedback
- video content
- genetic algorithm
- shot boundary detection
- key frames
- semi supervised learning
- detection algorithm
- transfer learning
- labeled data
- cost sensitive
- supervised learning
- experimental design
- video indexing
- batch mode
- pairwise
- training set
- crowd sourced
- cut detection
- decision trees
- shot change detection