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08/03/2023
PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators
We introduce PoissonNet, an architecture for shape reconstruction that a...
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07/03/2023
Reliable AI: Does the Next Generation Require Quantum Computing?
In this survey, we aim to explore the fundamental question of whether th...
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05/22/2023
A Fractional Graph Laplacian Approach to Oversmoothing
Graph neural networks (GNNs) have shown state-of-the-art performances in...
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12/01/2022
Complexity Blowup for Solutions of the Laplace and the Diffusion Equation
In this paper, we investigate the computational complexity of solutions ...
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10/15/2022