Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification.
Phawis ThammasornDaniel S. HippeWanpracha Art ChaovalitwongseMatthew SprakerLandon WoottonMatthew NyflotStephanie CombsJan PeekenEric FordPublished in: CoRR (2019)
Keyphrases
- k nearest neighbor
- knn
- image classification
- nearest neighbor
- sampling strategy
- knn classification
- learning process
- supervised learning
- image representation
- active learning
- text classification
- feature extraction
- text categorization
- learning algorithm
- neural network
- classification accuracy
- support vector machine
- training set
- sampling methods