Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification.
Neel GuhaMayee F. ChenKush BhatiaAzalia MirhoseiniFrederic SalaChristopher RéPublished in: NeurIPS (2023)
Keyphrases
- supervised learning
- feature selection
- decision trees
- supervised classification
- machine learning
- unsupervised learning
- prediction accuracy
- improve the prediction accuracy
- automatic classification
- classification models
- image classification
- pattern recognition
- classification accuracy
- visual features
- unsupervised classification
- benchmark datasets
- classification algorithm
- pattern classification
- neural networks and support vector machines
- multi layer perceptron
- preprocessing
- classification scheme
- feature space
- prediction model
- prediction error
- feature vectors
- neural network
- models built
- training samples
- support vector machine