Optimization of CNN through Novel Training Strategy for Visual Classification Problems.
Sadaqat ur RehmanShan-Shan TuObaid Ur RehmanYongfeng HuangChathura M. Sarathchandra MagurawalageChinchen ChangPublished in: Entropy (2018)
Keyphrases
- optimization strategies
- optimization strategy
- visual information
- optimization problems
- selection strategy
- optimization process
- search strategy
- visual representation
- combinatorial optimization
- visual features
- optimization algorithm
- training examples
- test set
- cellular neural networks
- training set
- optimization methods
- high level
- training phase
- stochastic gradient descent
- optimization model
- global optimization
- visual data
- training process
- data sets
- online learning
- supervised learning
- active learning
- feature selection