| Regularising inverse problems with generative machine learning models MAG Duff, NDF Campbell, MJ Ehrhardt Journal of Mathematical Imaging and Vision 66 (1), 37-56, 2024 | 42 | 2024 |
| VAEs with structured image covariance applied to compressed sensing MRI MAG Duff, IJA Simpson, MJ Ehrhardt, NDF Campbell Physics in Medicine & Biology 68 (16), 165008, 2023 | 8 | 2023 |
| Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance M Duff, IJA Simpson, MJ Ehrhardt, NDF Campbell arXiv preprint arXiv:2210.14586, 2022 | 2 | 2022 |
| Generative Models for Inverse Imaging Problems MAG Duff | | 2022 |
| Generative Regularizers for Inverse Imaging Problems M Duff, NDF Campbell, IJA Simpson, MJ Ehrhardt | | |
| Solving Inverse Imaging Problems with Generative Machine Learning Models M Duff, M Ehrhardt, NDF Campbell | | |
