Martin Benning
Queen Mary University of London
H-index: 20
Europe-United Kingdom
Top articles of Martin Benning
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Trust your source: quantifying source condition elements for variational regularisation methods | IMA Journal of Applied Mathematics | Martin Benning Tatiana A Bubba Luca Ratti Danilo Riccio | 2024/3/12 |
Convergent data-driven regularizations for ct reconstruction | Communications on Applied Mathematics and Computation | Samira Kabri Alexander Auras Danilo Riccio Hartmut Bauermeister Martin Benning | 2024/2/23 |
Crop and Couple: cardiac image segmentation using interlinked specialist networks | arXiv preprint arXiv:2402.09156 | Abbas Khan Muhammad Asad Martin Benning Caroline Roney Gregory Slabaugh | 2024/2/14 |
Regularization of inverse problems: deep equilibrium models versus bilevel learning | arXiv preprint arXiv:2206.13193 | Danilo Riccio Matthias J Ehrhardt Martin Benning | 2022/6/27 |
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors | arXiv preprint arXiv:2404.16708 | Abbas Khan Muhammad Asad Martin Benning Caroline Roney Gregory Slabaugh | 2024/4/25 |
A lifted Bregman formulation for the inversion of deep neural networks | Frontiers in Applied Mathematics and Statistics | Xiaoyu Wang Martin Benning | 2023/6/13 |
Lifted bregman training of neural networks | Journal of Machine Learning Research | Xiaoyu Wang Martin Benning | 2023 |
Misclassification Loss for Segmentation of the Aortic Vessel Tree | Abbas Khan Muhammad Asad Alexander Zolotarev Caroline Roney Anthony Mathur | 2023/10/8 | |
Sequential segmentation of the left atrium and atrial scars using a multi-scale weight sharing network and boundary-based processing | Abbas Khan Omnia Alwazzan Martin Benning Greg Slabaugh | 2022/9/18 | |
Timbre transfer with variational auto encoding and cycle-consistent adversarial networks | Russell Sammut Bonnici Martin Benning Charalampos Saitis | 2022/7/18 | |
Choose your path wisely: gradient descent in a Bregman distance framework | SIAM Journal on Imaging Sciences | Martin Benning Marta M Betcke Matthias J Ehrhardt Carola-Bibiane Schönlieb | 2021 |
Bregman methods for large-scale optimisation with applications in imaging | Martin Benning Erlend Skaldehaug Riis | 2021 | |
Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data | Time-dependent Problems in Imaging and Parameter Identification | Veronica Corona Martin Benning Lynn F Gladden Andi Reci Andrew J Sederman | 2021 |
Deep learning as optimal control problems | IFAC-PapersOnLine | Martin Benning Elena Celledoni Matthias J Ehrhardt Brynjulf Owren Carola-Bibiane Schönlieb | 2021/1/1 |
Learning the sampling pattern for MRI | IEEE Transactions on Medical Imaging | Ferdia Sherry Martin Benning Juan Carlos De los Reyes Martin J Graves Georg Maierhofer | 2020/8/17 |
Research data supporting the publication" Choose your path wisely: gradient descent in a Bregman distance framework" | M Benning Marta Betcke Matthias Ehrhardt Carola Schoenlieb | 2020/7/28 | |
Bregman Itoh–Abe methods for sparse optimisation | Journal of Mathematical Imaging and Vision | Martin Benning Erlend Skaldehaug Riis Carola-Bibiane Schönlieb | 2020/7 |
Appreciation to Journal of Mathematics Imaging and Vision Reviewers | Journal of Mathematical Imaging and Vision | Sadiq Abdulhussain Hanno Ackermann Jonas Adler Vaneet Aggarwal Gianluca Agresti | 2020 |
Generalised perceptron learning | arXiv preprint arXiv:2012.03642 | Xiaoyu Wang Martin Benning | 2020/12/7 |
Scanning electron diffraction tomography of strain | Inverse Problems | Robert Tovey Duncan N Johnstone Sean M Collins William RB Lionheart Paul A Midgley | 2020/12/3 |
Co-Authors
