On Symmetries in Convolutional Weights

Bilal Alsallakh, Timothy J Wroge, Vivek Miglani, Narine Kokhlikyan

Published: 05 Mar 2025, Last Modified: 05 Mar 2025ICLR 2025 Workshop Weight Space Learning PosterEveryoneRevisionsBibTeXCC BY 4.0
Track: tiny / short paper (up to 4 pages)
Keywords: Symmetry; Convolution; Weight Kernels
TL;DR: The mean k x k kernel in a convolutional layer tends to be symmetric about its center
Submission Number: 63