Transfer Learning for Video Recognition with Scarce Training Data.
Yu-Chuan SuTzu-Hsuan ChiuChun-Yen YehHsinfu HuangWinston H. HsuPublished in: CoRR (2014)
Keyphrases
- transfer learning
- training data
- labeled data
- activity recognition
- target domain
- domain adaptation
- learning tasks
- learning algorithm
- semi supervised learning
- knowledge transfer
- source domain
- training and test data
- reinforcement learning
- text classification
- machine learning
- cross domain
- video sequences
- label information
- active learning
- video content
- video data
- transfer knowledge
- test data
- unlabeled data
- feature extraction
- supervised learning
- semi supervised
- decision trees
- data sets
- manifold alignment
- collaborative filtering
- object recognition
- multimedia
- labeled training data
- multi task
- training set
- previously learned
- test set
- training samples
- unsupervised learning
- text mining
- multi task learning
- prior knowledge
- class labels
- training examples
- high dimensional