Vahideh Akhlaghi

Associative Convolutional Layers

We provide a general and easy to implement method for reducing the number of parameters of Convolutional Neural Networks (CNNs) during the training and inference phases. We introduce a simple trainable auxiliary neural network which can generate approximate versions of “slices” of the sets of convol…