Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning

1 code implementation • 21 May 2021 • 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 optimizes the performance of the compressed network directly in the basis space.

Image Classification object-detection +1