Erich Kobler
Orcid: 0000-0001-5167-4804
According to our database1,
Erich Kobler
authored at least 32 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Medical Imaging, March, 2024
A variable metric proximal stochastic gradient method: An application to classification problems.
EURO J. Comput. Optim., 2024
2023
Constrained and unconstrained deep image prior optimization models with automatic regularization.
Comput. Optim. Appl., 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Faithful Synthesis of Low-Dose Contrast-Enhanced Brain MRI Scans Using Noise-Preserving Conditional GANs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
2022
IEEE Trans. Medical Imaging, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Pattern Recognition, 2022
2021
SIAM J. Imaging Sci., 2021
J. Math. Imaging Vis., 2021
Total Deep Variation for Noisy Exit Wave Reconstruction in Transmission Electron Microscopy.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021
2020
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
J. Math. Imaging Vis., 2020
Accelerating Prostate Diffusion Weighted MRI using Guided Denoising Convolutional Neural Network: Retrospective Feasibility Study.
CoRR, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
CoRR, 2019
Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
CoRR, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017