How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?
Quentin LeroyOlivier BuissonAlexis JolyPublished in: CoRR (2022)
Keyphrases
- semi supervised
- learning process
- learning algorithm
- supervised learning
- prior knowledge
- learning tasks
- learning problems
- learning systems
- knowledge acquisition
- active learning
- information retrieval
- machine learning
- image database
- incremental learning
- multiple representations
- weakly supervised
- positive examples
- image classification
- retrieval model
- background knowledge
- unsupervised learning
- data sets
- pairwise
- neural network