Deep Learning

Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions
No existing spherical convolutional neural network (CNN) framework is both computationally scalable and rotationally equivariant. …
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Efficient generalized spherical CNNs
Many problems across computer vision and the natural sciences require the analysis of spherical data, for which representations may be …
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