SONIC: Spectral Oriented Neural Invariant Convolutions

Gijs Joppe Moens, Regina Beets-Tan, Eduardo H. P. Pooch

Convolutional Neural Networks (CNNs) rely on fixed-size kernels scanning local patches, which limits their ability to capture global context or long-range dependencies without very…