Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning.
Yibo YangHaobo YuanXiangtai LiZhouchen LinPhilip H. S. TorrDacheng TaoPublished in: ICLR (2023)
Keyphrases
- incremental learning
- fuzzy artmap
- neural learning
- class labels
- feature set
- supervised learning
- training data
- intra class
- neural network
- incremental learning algorithm
- multiple features
- unlabeled samples
- neural classifier
- video data
- network architecture
- feature space
- feature vectors
- video sequences
- batch mode
- decision trees
- feature selection
- batch learning
- visual features
- weak classifiers
- principal component analysis
- learning process
- high dimensional
- reinforcement learning
- multimedia
- learning algorithm