BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions.
Arth BohraGovert VerkesArtem HarutyunyanPascal WeinbergerGiovanni CampagnaPublished in: EMNLP (Findings) (2023)
Keyphrases
- class labels
- multi class classification
- machine learning
- pattern recognition
- classification algorithm
- video sequences
- automatic classification
- multiclass classification
- class specific
- image classification
- classification accuracy
- discriminant functions
- decision trees
- supervised learning
- training set
- preprocessing
- support vector
- class probabilities
- multiple classes
- neural network
- video content
- classification method
- class conditional
- decision rules
- high level
- feature vectors
- support vector machine
- model selection
- feature selection
- text classification
- intra class
- shot detection
- feature extraction
- binary classification problems
- feature set
- classification systems
- video shots
- visual features
- classification models
- user model
- benchmark datasets
- machine learning methods