Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification.
Anthony MiyaguchiNathan ZhongMurilo GustineliChris HaydukPublished in: CLEF (Working Notes) (2023)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- label information
- semi supervised learning
- active learning
- cross domain learning
- text classification
- unlabeled data
- supervised learning
- learning tasks
- machine learning
- labeled examples
- labeled and unlabeled data
- cross domain text classification
- domain adaptation
- co training
- knowledge transfer
- class labels
- unsupervised learning
- feature set
- cross domain
- machine learning algorithms
- personal photos
- feature vectors
- multi task
- text categorization
- feature selection
- decision trees
- feature extraction
- data sets
- multi task learning
- multi view learning
- learning algorithm
- training data
- support vector
- feature space
- dimensionality reduction
- sentiment classification
- multiple instance learning
- data distribution
- unlabeled samples
- training set
- high dimensional
- transfer knowledge
- collaborative filtering