Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition

Xitong Zhang, Ismail R. Alkhouri, Rongrong Wang

Deep Neural Networks (DNNs) have achieved remarkable success in addressing many previously unsolvable tasks. However, the storage and computational requirements associated with DNN…