A Fast Training Method using Bounded Continual Learning in Image Classification.
Seunghui JangYanggon KimPublished in: COMPSAC (2021)
Keyphrases
- image classification
- learning scheme
- training process
- learning speed
- detection method
- training phase
- learning mechanism
- stochastic gradient descent
- cost function
- significant improvement
- active learning
- learning process
- preprocessing
- feed forward neural networks
- online learning
- pairwise
- clustering method
- training samples
- testing phase
- minimum error rate
- neural nets
- learning tasks
- support vector machine svm
- data sets
- feature set
- supervised learning
- image features
- support vector machine
- computational complexity
- feature extraction