Publications

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. Accelerated Forward-Backward Optimization using Deep Learning. arXiv, 2021.

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. Deep Bayesian Inversion. arXiv, 2018.

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. Task adapted reconstruction for inverse problems. arXiv, 2018.

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. Deep Learning Framework for Digital Breast Tomosynthesis Reconstruction. arXiv, 2018.

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. Data-driven Nonsmooth Optimization. arXiv, 2018.

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. EDS tomographic reconstruction regularized by total nuclear variation joined with HAADF-STEM tomography. Ultramicroscopy, 2018.

. Banach Wasserstein GAN. NIPS, 2018.

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. Learning to solve inverse problems using Wasserstein loss. NIPS workshop in optimal transport, 2017.

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. Model based learning for accelerated, limited-view 3D photoacoustic tomography. IEEE - Transactions on Medical Imaging, 2017.

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. Learned Primal-Dual Reconstruction. IEEE - Transactions on Medical Imaging, 2017.

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. GPUMCI: a flexible platform for x-ray imaging on the GPU. Fully3D, 2017.

. Solving ill-posed inverse problems using iterative deep neural networks. Inverse Problems, 2017.

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. Spectral CT reconstruction with anti-correlated noise model and joint prior. Fully3D, 2017.

. A modified fuzzy C means algorithm for shading correction in craniofacial CBCT images. IFMBE Proceedings, 2017.