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11/10/2022
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity
Multilayer Perceptrons struggle to learn certain simple arithmetic tasks...
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05/16/2022
Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography
We address the problem of reconstructing X-Ray tomographic images from s...
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03/19/2022
Modelling nonlinear dependencies in the latent space of inverse scattering
The problem of inverse scattering proposed by Angles and Mallat in 2018,...
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02/01/2022
Sinogram Enhancement with Generative Adversarial Networks using Shape Priors
Compensating scarce measurements by inferring them from computational mo...
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10/11/2021
Learning Division with Neural Arithmetic Logic Modules
To achieve systematic generalisation, it first makes sense to master sim...
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01/23/2021