SemGIF: A Semantics Guided Incremental Few-shot Learning Framework with Generative Replay.
S. Divakar BhatBiplab BanerjeeSubhasis ChaudhuriPublished in: BMVC (2021)
Keyphrases
- learning scheme
- learning algorithm
- incremental learning
- learning tasks
- main contribution
- online learning
- unsupervised learning
- data driven
- active learning
- knowledge acquisition
- learning systems
- batch learning
- object detection
- distributed learning
- learning mechanism
- machine learning
- generative model
- data model
- prior knowledge
- learning process
- learning environment
- formal semantics
- logical framework
- bayesian network classifiers
- discriminative models
- logic programming