| Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations
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2021 |
Duits, Remco |
| Fast Morphological Dilation and Erosion for Grey Scale Images Using the Fourier Transform
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2021 |
Kahra, Marvin |
| Local Culprits of Shape Complexity
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2021 |
Arslan, Mazlum Ferhat |
| An Anisotropic Selection Scheme for Variational Optical Flow Methods with Order-Adaptive Regularisation
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2021 |
Mehl, Lukas |
| Bregman Proximal Gradient Algorithms for Deep Matrix Factorization
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2021 |
Mukkamala, Mahesh Chandra |
| Convergence Properties of a Randomized Primal-Dual Algorithm with Applications to Parallel MRI
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2021 |
Gutiérrez, Eric B. |
| CLIP: Cheap Lipschitz Training of Neural Networks
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2021 |
Bungert, Leon |
| Learning Local Regularization for Variational Image Restoration
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2021 |
Prost, Jean |
| Inpainting-Based Video Compression in FullHD
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2021 |
Andris, Sarah |
| GMM Based Simultaneous Reconstruction and Segmentation in X-Ray CT Application
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2021 |
Yan, Shi |
| Invertible Neural Networks Versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence
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2021 |
Andrle, Anna |
| Adversarjally Learned Iterative Reconstruction for Imaging Inverse Problems
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2021 |
Mukherjee, Subhadip |
| Towards Off-the-grid Algorithms for Total Variation Regularized Inverse Problems
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2021 |
Castro, Yohann De |
| Quantisation Scale-Spaces
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2021 |
Peter, Pascal |
| Total-Variation Mode Decomposition
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2021 |
Cohen, Ido |
| Low-Rank Registration of Images Captured Under Unknown, Varying Lighting
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2021 |
Pizenberg, Matthieu |
| First-Order Geometric Multilevel Optimization for Discrete Tomography
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2021 |
Plier, Jan |
| Hessian Initialization Strategies for ℓ-BFGS Solving Non-linear Inverse Problems
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2021 |
Aggrawal, Hari Om |
| Translating Numerical Concepts for PDEs into Neural Architectures
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2021 |
Alt, Tobias |
| Variational Models for Signal Processing with Graph Neural Networks
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2021 |
Azad, Amitoz |
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