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Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.

, , , , , , , , and . Int. J. Comput. Assist. Radiol. Surg., 14 (4): 587-599 (2019)

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Total Deep Variation for Linear Inverse Problems., , , and . CVPR, page 7546-7555. Computer Vision Foundation / IEEE, (2020)Image Morphing in Deep Feature Spaces: Theory and Applications., , , , and . CoRR, (2019)Time Discrete Geodesics in Deep Feature Spaces for Image Morphing., , , and . SSVM, volume 11603 of Lecture Notes in Computer Science, page 171-182. Springer, (2019)Consistent Curvature Approximation on Riemannian Shape Spaces., , , and . CoRR, (2019)Shared Prior Learning of Energy-Based Models for Image Reconstruction., , , and . SIAM J. Imaging Sci., 14 (4): 1706-1748 (2021)Image Extrapolation for the Time Discrete Metamorphosis Model: Existence and Applications., , and . SIAM J. Imaging Sci., 11 (1): 834-862 (2018)Total Deep Variation: A Stable Regularization Method for Inverse Problems., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 44 (12): 9163-9180 (2022)Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach., , , , and . IEEE Trans. Biomed. Eng., 71 (4): 1281-1288 (April 2024)Combining CNNs and Markov-like Models for Facial Landmark Detection with Spatial Consistency Estimates., , , and . J. Imaging, 9 (5): 104 (2023)Blind Single Image Super-Resolution via Iterated Shared Prior Learning., , , and . GCPR, volume 13485 of Lecture Notes in Computer Science, page 151-165. Springer, (2022)