Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in CNN

Harish Agrawal, Sumana T., S. K. Nandy

We propose a novel technique to constrain parameters in CNN based on symmetric filters. We investigate the impact on SOTA networks when varying the combinations of symmetricity. We…