Akira Terauchi

Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm

Data augmentation is one of the most effective ways to stabilize learning by improving the generalization of machine-learning models. In recent years, automatic data augmentation methods, such as AutoAugment or Fast AutoAugment have been attracting attention; and these methods improved the results o…