Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning

Muhammad Tayyab, Fahad Ahmad Khan, Abhijit Mahalanobis

We propose an efficient and straightforward method for compressing deep convolutional neural networks (CNNs) that uses basis filters to represent the convolutional layers, and opti…