Few Shot Transfer Learning BetweenWord Relatedness and Similarity Tasks Using A Gated Recurrent Siamese Network.
James O'NeillPaul BuitelaarPublished in: AAAI (2018)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- machine learning
- reinforcement learning
- multi task
- active learning
- labeled data
- multi task learning
- cross domain
- semi supervised learning
- text categorization
- domain adaptation
- collaborative filtering
- network structure
- text classification
- text mining
- similarity measure
- transferring knowledge
- manifold alignment
- learning algorithm
- databases
- transfer knowledge
- unlabeled data
- neural network
- key frames
- machine learning algorithms
- k nearest neighbor
- target domain
- semi supervised
- video sequences
- previously learned
- feature extraction
- data sets
- solve complex tasks