GPU-Based Self-Organizing Maps for Post-labeled Few-Shot Unsupervised Learning.
Lyes KhacefVincent GriponBenoît MiramondPublished in: ICONIP (2) (2020)
Keyphrases
- self organizing maps
- unsupervised learning
- supervised learning
- competitive learning
- training data
- topology preserving
- data clustering
- video sequences
- semi supervised
- expectation maximization
- visual features
- dimensionality reduction
- object recognition
- video data
- active learning
- neural gas
- growing neural gas
- network anomaly detection
- reinforcement learning
- model selection
- visualization methods
- feature selection
- machine learning
- high dimensional input data
- database
- key frames
- anomaly detection
- text classification
- probabilistic model
- high dimensional
- training set
- data analysis
- face recognition