Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank.
Xialei LiuJoost van de WeijerAndrew D. BagdanovPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2019)
Keyphrases
- learning to rank
- unlabeled data
- supervised learning
- semi supervised learning
- labeled data
- semi supervised
- ranking functions
- co training
- active learning
- loss function
- information retrieval
- learning algorithm
- text categorization
- training data
- data points
- text classification
- training examples
- labeled examples
- labeled and unlabeled data
- document retrieval
- training set
- class labels
- domain adaptation
- prior knowledge
- unsupervised learning
- multimedia
- knowledge discovery
- retrieval systems
- collaborative filtering
- learning tasks
- machine learning
- multi label
- learning problems
- training samples
- support vector
- image retrieval