Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition.
Martin MundtSagnik MajumderIuliia PliushchVisvanathan RameshPublished in: CoRR (2019)
Keyphrases
- unsupervised learning
- visual recognition
- knowledge acquisition
- learning algorithm
- recognition rate
- learning process
- data sets
- prior knowledge
- object recognition
- data driven
- generative model
- learning systems
- active learning
- supervised learning
- deep learning
- markov logic networks
- deep architectures
- pattern recognition
- computer vision
- neural network