Karl Schrader

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Neural Architectures

Anisotropic Diffusion

Numerical Algorithms

Top Venues

J. Math. Imaging Vis.

Publications

Karl Schrader, Pascal Peter, Niklas Kämper, Joachim Weickert
Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting. CoRR (2023)
Tobias Alt, Karl Schrader, Matthias Augustin, Pascal Peter, Joachim Weickert
Connections Between Numerical Algorithms for PDEs and Neural Networks. J. Math. Imaging Vis. 65 (1) (2023)
Pascal Peter, Karl Schrader, Tobias Alt, Joachim Weickert
Deep spatial and tonal data optimisation for homogeneous diffusion inpainting. Pattern Anal. Appl. 26 (4) (2023)
Karl Schrader, Pascal Peter, Niklas Kämper, Joachim Weickert
Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting. SSVM (2023)
Karl Schrader, Joachim Weickert, Michael Krause
Anisotropic Diffusion Stencils: From Simple Derivations over Stability Estimates to ResNet Implementations. CoRR (2023)
Karl Schrader, Tobias Alt, Joachim Weickert, Michael Ertel
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior. EUVIP (2022)
Karl Schrader, Tobias Alt, Joachim Weickert, Michael Ertel
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior. CoRR (2022)
Tobias Alt, Pascal Peter, Joachim Weickert, Karl Schrader
Translating Numerical Concepts for PDEs into Neural Architectures. SSVM (2021)
Tobias Alt, Karl Schrader, Joachim Weickert, Pascal Peter, Matthias Augustin
Designing Rotationally Invariant Neural Networks from PDEs and Variational Methods. CoRR (2021)
Tobias Alt, Pascal Peter, Joachim Weickert, Karl Schrader
Translating Numerical Concepts for PDEs into Neural Architectures. CoRR (2021)
Tobias Alt, Karl Schrader, Matthias Augustin, Pascal Peter, Joachim Weickert
Connections between Numerical Algorithms for PDEs and Neural Networks. CoRR (2021)