Towards Deep Active Learning in Avian Bioacoustics.
Lukas RauchDenis HuseljicMoritz WirthJens DeckeBernhard SickChristoph ScholzPublished in: CoRR (2024)
Keyphrases
- active learning
- semi supervised
- labeled data
- training set
- learning strategies
- learning algorithm
- selective sampling
- supervised learning
- machine learning
- learning process
- deep learning
- transfer learning
- active learning strategies
- random sampling
- relevance feedback
- training examples
- annotation effort
- cost sensitive
- experimental design
- batch mode
- case study
- sample selection
- pool based active learning
- deep architectures
- artificial intelligence
- batch mode active learning