Equivariance versus Augmentation for Spherical ImagesDownload PDFOpen Website

Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson

2022 (modified: 12 Nov 2022)ICML 2022Readers: Everyone
Abstract: We analyze the role of rotational equivariance in convolutional neural networks (CNNs) applied to spherical images. We compare the performance of the group equivariant networks known as S2CNNs and ...
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