Feature Embeddings from Large-Scale Acoustic Bird Classifiers Enable Few-Shot Transfer Learning.
Burooj GhaniTom DentonStefan KahlHolger KlinckPublished in: CoRR (2023)
Keyphrases
- transfer learning
- machine learning algorithms
- knowledge transfer
- learning tasks
- bird species
- feature set
- reinforcement learning
- labeled data
- active learning
- training data
- cross domain learning
- transfer knowledge
- domain adaptation
- test set
- decision trees
- multi task
- machine learning
- cross domain
- multi task learning
- text categorization
- dimensionality reduction
- text classification
- semi supervised learning
- training set
- real world
- text mining
- feature selection
- target domain
- object recognition
- video data
- pairwise
- collaborative filtering
- domain specific
- class labels
- support vector
- video sequences
- video content
- naive bayes
- co training
- low dimensional
- image classification
- data mining