Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN Applications

Tobias Engelhardt Rasmussen, Line H Clemmensen, Andreas Baum

Convolutional Neural Networks (CNN) are the state-of-the-art in the field of visual computing. However, a major problem with CNNs is the large number of floating point operations (…