Diversified in-domain synthesis with efficient fine-tuning for few-shot classification.
Victor G. Turrisi da CostaNicola Dall'AsenYiming WangNicu SebeElisa RicciPublished in: CoRR (2023)
Keyphrases
- fine tuning
- classification accuracy
- feature vectors
- pattern classification
- image classification
- feature selection
- pattern recognition
- support vector machine
- domain specific
- machine learning
- support vector machine svm
- fine tune
- viable alternative
- classification scheme
- classification method
- text classification
- computationally efficient
- fine tuned
- support vector
- classification systems
- automatic classification
- domain independent
- classification algorithm
- domain experts
- feature space
- data streams
- benchmark datasets
- feature extraction
- general purpose
- machine learning methods
- classification rules
- video content
- multi class
- class labels
- visual features