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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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12/15/2022
Bayesian posterior approximation with stochastic ensembles
We introduce ensembles of stochastic neural networks to approximate the ...
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05/16/2022
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
In this paper, we investigate how field programmable gate arrays can ser...
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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