research
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07/14/2023
HEAL-SWIN: A Vision Transformer On The Sphere
High-resolution wide-angle fisheye images are becoming more and more imp...
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03/23/2023
Optimization Dynamics of Equivariant and Augmented Neural Networks
We investigate the optimization of multilayer perceptrons on symmetric d...
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02/08/2022
Equivariance versus Augmentation for Spherical Images
We analyze the role of rotational equivariance in convolutional neural n...
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05/28/2021