Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation.
Xiaoqing ChenChengyu WangJunwei DongMinghui QiuLiang FengJun HuangPublished in: ICASSP (2023)
Keyphrases
- domain knowledge
- base learners
- learning environment
- e learning
- learning process
- collaborative learning
- ensemble learning
- learning experience
- learning activities
- learning systems
- visual features
- learning scenarios
- learning resources
- learning outcomes
- learning materials
- learning processes
- learning strategies
- shot boundary detection
- learning algorithm
- domain experts
- combining multiple
- knowledge sources
- language learning
- key frames
- domain ontology
- detection algorithm
- prior knowledge
- background knowledge
- video sequences
- ensemble methods
- video data
- social learning
- support vector
- online learning
- video content
- training data
- cost sensitive
- concept maps
- machine learning
- data sets