Domain Aligned CLIP for Few-shot Classification.
Muhammad Waleed GondalJochen GastInigo Alonso RuizRichard DrosteTommaso MacrìSuren KumarLuitpold StaudiglPublished in: CoRR (2023)
Keyphrases
- pattern recognition
- machine learning
- classification systems
- classification scheme
- classification method
- pattern classification
- training set
- classification algorithm
- domain specific
- feature space
- automatic classification
- video sequences
- feature extraction
- training samples
- key frames
- decision rules
- benchmark datasets
- classification process
- decision trees
- image classification
- classification accuracy
- feature vectors
- feature selection
- classification rate
- high level
- support vector
- classification models
- video clips
- cost sensitive
- unsupervised learning
- machine learning methods
- supervised learning
- text classification
- class labels
- model selection
- detection algorithm