DNN Transfer Learning based Non-linear Feature Extraction for Acoustic Event Classification.
Seongkyu MunMinkyu ShinSuwon ShonWooil KimDavid K. HanHanseok KoPublished in: CoRR (2017)
Keyphrases
- transfer learning
- feature extraction
- pattern classification
- text classification
- machine learning
- cross domain learning
- feature vectors
- pattern recognition
- image classification
- learning tasks
- machine learning algorithms
- feature selection
- knowledge transfer
- cross domain text classification
- transfer knowledge
- labeled data
- feature space
- supervised learning
- cross domain
- label information
- feature representation
- feature set
- manifold alignment
- semi supervised learning
- principal component analysis
- support vector machine
- domain adaptation
- active learning
- labeled and unlabeled data
- decision trees
- semi supervised
- structure learning
- learning algorithm
- pairwise
- training data
- transferring knowledge
- reinforcement learning
- class labels
- unlabeled data
- multi class
- model selection
- dimensionality reduction
- face images