Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank.
Xialei LiuJoost van de WeijerAndrew D. BagdanovPublished in: CoRR (2019)
Keyphrases
- learning to rank
- unlabeled data
- supervised learning
- labeled data
- semi supervised learning
- semi supervised
- ranking functions
- active learning
- co training
- information retrieval
- loss function
- training data
- text categorization
- data points
- labeled and unlabeled data
- collaborative filtering
- text classification
- labeled examples
- training examples
- class labels
- training set
- learning algorithm
- document retrieval
- class distribution
- unsupervised learning
- transfer learning
- learning problems
- data sets
- domain adaptation
- machine learning
- pairwise
- support vector
- training samples
- feature selection
- data analysis
- binary classification
- decision trees
- benchmark datasets