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09/11/2023
Anisotropic Diffusion Stencils: From Simple Derivations over Stability Estimates to ResNet Implementations
Anisotropic diffusion processes with a diffusion tensor are important in...
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03/17/2023
Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting
With well-selected data, homogeneous diffusion inpainting can reconstruc...
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07/16/2022
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior
Euler's elastica constitute an appealing variational image inpainting mo...
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08/31/2021
Designing Rotationally Invariant Neural Networks from PDEs and Variational Methods
Partial differential equation (PDE) models and their associated variatio...
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07/30/2021
Connections between Numerical Algorithms for PDEs and Neural Networks
We investigate numerous structural connections between numerical algorit...
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03/29/2021