FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts.
Murat Onur YildirimElif Ceren Gok YildirimDecebal Constantin MocanuJoaquin VanschorenPublished in: CoRR (2024)
Keyphrases
- incremental learning
- batch mode
- supervised learning
- online learning
- incremental learning algorithm
- fuzzy artmap
- batch learning
- neural learning
- learning process
- semi supervised
- training process
- high dimensional
- training samples
- machine learning
- data sets
- neural network
- online algorithms
- feedforward neural networks
- data streams
- learning algorithm
- e learning
- active learning
- training set