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cs.CV2017★ 130 cited
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…
cs.CV2016★ 1 cited
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe +1
Machine-learning algorithms have shown outstanding image recognition or classification performance for computer vision applications. However, the compute and energy requirement for…