Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy

Deep convolutional neural network (DCNN) based supervised learning is a widely practiced approach for large-scale image classification. However, retraining these large networks to…