| Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients N Lassau, S Ammari, E Chouzenoux, H Gortais, P Herent, M Devilder, ... Nature communications 12 (1), 1-11, 2021 | 182 | 2021 |
| Learning maximally monotone operators for image recovery JC Pesquet, A Repetti, M Terris, Y Wiaux SIAM Journal on Imaging Sciences 14 (3), 1206-1237, 2021 | 119 | 2021 |
| Building firmly nonexpansive convolutional neural networks M Terris, A Repetti, JC Pesquet, Y Wiaux ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 50 | 2020 |
| Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers M Terris, A Dabbech, C Tang, Y Wiaux Monthly Notices of the Royal Astronomical Society, 2022 | 44 | 2022 |
| First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137-006 A Dabbech, M Terris, A Jackson, M Ramatsoku, OM Smirnov, Y Wiaux The Astrophysical Journal Letters 939 (1), L4, 2022 | 26 | 2022 |
| Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play A Repetti, M Terris, Y Wiaux, JC Pesquet 2022 30th European Signal Processing Conference (EUSIPCO), 957-961, 2022 | 18 | 2022 |
| Equivariant plug-and-play image reconstruction M Terris, T Moreau, N Pustelnik, J Tachella Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 15 | 2024 |
| Enhanced convergent pnp algorithms for image restoration M Terris, A Repetti, JC Pesquet, Y Wiaux 2021 IEEE International Conference on Image Processing (ICIP), 1684-1688, 2021 | 15 | 2021 |
| Scalable precision wide-field imaging in radio interferometry–II. AIRI validated on ASKAP data AG Wilber, A Dabbech, M Terris, A Jackson, Y Wiaux Monthly Notices of the Royal Astronomical Society 522 (4), 5576-5587, 2023 | 10 | 2023 |
| DeepInverse: A deep learning framework for inverse problems in imaging J Tachella, D Chen, S Hurault, M Terris June, 2023 | 8 | 2023 |
| Deep network series for large-scale high-dynamic range imaging A Aghabiglou, M Terris, A Jackson, Y Wiaux ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
| Have foundational models seen satellite images? A Panigrahi, S Verma, M Terris, M Vakalopoulou IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 4 | 2023 |
| The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness M Terris, C Tang, A Jackson, Y Wiaux arXiv preprint arXiv:2312.07137, 2023 | 3* | 2023 |
| Investigating model robustness against sensor variation M Terris, S Verma IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 2 | 2023 |
| Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers M Terris, T Moreau arXiv preprint arXiv:2311.18710, 2023 | 1 | 2023 |
| Deep Post-Processing for Sparse Image Deconvolution M Terris, A Abdulaziz, A Dabbech, M Jiang, A Repetti, JC Pesquet, ... Signal Processing with Adaptive Sparse Structured Representations (SPARS …, 2019 | 1 | 2019 |
| FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems M Terris, US Kamilov, T Moreau arXiv preprint arXiv:2411.18970, 2024 | | 2024 |
| Robust plug-and-play methods for highly accelerated non-Cartesian MRI reconstruction PA Comby, B Lapostolle, M Terris, P Ciuciu arXiv preprint arXiv:2411.01955, 2024 | | 2024 |
| Image Restoration from Subsampled STEM Measurements using Deep Learning A Moshtaghpour, M Terris, M Davies, A Kirkland, AV Torrejón BIO Web of Conferences 129, 10034, 2024 | | 2024 |
| Stochastic MM Subspace Algorithms M Terris, E Chouzenoux BASP 2019-International Biomedical and Astronomical Signal Processing …, 2019 | | 2019 |
Yves WiauxProfessor, Heriot-Watt University EdinburghEmail verificata su hw.ac.uk
