X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.
Hanzi XuMuhao ChenLifu HuangSlobodan VuceticWenpeng YinPublished in: ACL (Findings) (2024)
Keyphrases
- video sequences
- video data
- shot detection
- video shots
- shot boundary detection
- classification accuracy
- key frames
- support vector machine
- pattern recognition
- automatic classification
- video content
- news video
- decision trees
- knowledge transfer
- temporal continuity
- classification method
- shot change detection
- support vector
- visual features
- classification algorithm
- feature extraction
- machine learning methods
- image classification
- classification systems
- classification scheme
- machine learning
- preprocessing
- mining frequent
- video indexing
- feature vectors
- classification process
- supervised learning
- detection algorithm
- feature set
- pattern classification
- training samples
- classification rules
- support vector machine svm
- benchmark datasets