Cost-Effective Training of Deep CNNs with Active Model Adaptation

Sheng-Jun Huang, Jia-Wei Zhao, Zhao-Yang Liu

Deep convolutional neural networks have achieved great success in various applications. However, training an effective DNN model for a specific task is rather challenging because i…