Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering.
Xin CongBowen YuTingwen LiuShiyao CuiHengzhu TangBin WangPublished in: ECML/PKDD (2) (2020)
Keyphrases
- unsupervised learning
- unsupervised classification
- clustering algorithm
- unsupervised clustering
- clustering method
- image classification
- k means
- rule learning
- clustering analysis
- support vector
- classification accuracy
- supervised classification
- pattern classification
- data clustering
- support vector machine svm
- pattern recognition
- feature space
- classification scheme
- feature extraction
- machine learning
- visual features
- model selection
- dimensionality reduction
- feature vectors
- decision trees
- high dimensional data
- benchmark datasets
- classification algorithm
- outlier detection
- training samples
- hierarchical clustering
- automatic classification
- inductive inference
- video sequences
- data sets
- shot boundary detection