Transfer Learning by Borrowing Examples for Multiclass Object Detection.
Joseph J. LimRuslan SalakhutdinovAntonio TorralbaPublished in: NIPS (2011)
Keyphrases
- multi class
- transfer learning
- object detection
- learning tasks
- multi task
- reinforcement learning
- binary classification problems
- labeled data
- transfer knowledge
- multiclass classification
- multi task learning
- cross domain
- pairwise
- collaborative filtering
- machine learning
- text classification
- semi supervised learning
- multiclass problems
- support vector machine
- active learning
- cost sensitive
- binary classifiers
- binary classification
- learning algorithm
- neural network
- multiple instance learning
- machine learning algorithms
- training examples
- target domain
- feature selection
- text categorization
- learning models
- learning problems
- object recognition
- supervised learning
- domain adaptation
- training data
- perceptron algorithm
- unlabeled data
- text mining