Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning.
Yibo YangHaobo YuanXiangtai LiZhouchen LinPhilip H. S. TorrDacheng TaoPublished in: CoRR (2023)
Keyphrases
- incremental learning
- fuzzy artmap
- neural learning
- feature set
- class labels
- multiple features
- neural network
- incremental learning algorithm
- intra class
- supervised learning
- feature selection
- unlabeled samples
- network architecture
- neural classifier
- feature space
- training data
- batch learning
- learning algorithm
- feature vectors
- video sequences
- decision trees
- feature subset
- support vector machine
- batch mode
- learning process
- test set
- video data
- training samples
- linear classifiers
- visual features
- image features
- iterative learning
- training set