Overcomplete-to-sparse representation learning for few-shot class-incremental learning.
Mengying FuBinghao LiuTianRen MaQixiang YePublished in: Multim. Syst. (2024)
Keyphrases
- incremental learning
- sparse representation
- dictionary learning
- learning process
- sparse coding
- batch learning
- face recognition
- fuzzy artmap
- supervised learning
- compressive sensing
- incremental learning algorithm
- iterative learning
- image classification
- image patches
- learning tasks
- cerebellar model articulation controller
- dimensionality reduction
- e learning
- feature selection
- neural network
- semi supervised
- random projections
- reinforcement learning
- compressed sensing
- joint optimization
- sparse learning
- computer vision
- learning algorithm
- machine learning