Boosting Zero-shot Classification with Synthetic Data Diversity via Stable Diffusion.
Jordan ShipardArnold WiliemKien Nguyen ThanhWei XiangClinton FookesPublished in: CoRR (2023)
Keyphrases
- synthetic data
- data sets
- real world
- feature selection
- classification accuracy
- real image data
- decision trees
- image classification
- support vector
- text classification
- machine learning
- support vector machine svm
- classification method
- neural network
- weak learners
- mri data
- classification models
- model selection
- feature extraction
- support vector machine
- real life
- learning algorithm
- machine learning algorithms
- training set
- machine learning methods
- cost sensitive
- ensemble methods
- image features
- generalization ability
- anisotropic diffusion
- diffusion process
- ensemble classifier
- pattern recognition