| CNN-based projected gradient descent for consistent CT image reconstruction H Gupta, KH Jin, HQ Nguyen, MT McCann, M Unser IEEE transactions on medical imaging 37 (6), 1440-1453, 2018 | 243 | 2018 |
| Representer Theorems for Sparsity-Promoting Regularization M Unser, J Fageot, H Gupta IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016 | 41 | 2016 |
| Time-dependent deep image prior for dynamic MRI KH Jin, H Gupta, J Yerly, M Stuber, M Unser arXiv e-prints, arXiv: 1910.01684, 2019 | 40* | 2019 |
| Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization H Gupta, J Fageot, M Unser IEEE Transactions on Signal Processing 66 (17), 4670 - 4684, 2018 | 33 | 2018 |
| CryoGAN: a new reconstruction paradigm for single-particle cryo-EM via deep adversarial learning H Gupta, MT McCann, L Donati, M Unser IEEE Transactions on Computational Imaging 7, 759-774, 2021 | 28 | 2021 |
| B-spline-based exact discretization of continuous-domain inverse problems with generalized TV regularization T Debarre, J Fageot, H Gupta, M Unser IEEE Transactions on Information Theory 65 (7), 4457-4470, 2019 | 21 | 2019 |
| Deep neural networks with trainable activations and controlled Lipschitz constant S Aziznejad, H Gupta, J Campos, M Unser IEEE Transactions on Signal Processing 68, 4688-4699, 2020 | 17 | 2020 |
| Deep-learning projector for optical diffraction tomography F Yang, T Pham, H Gupta, M Unser, J Ma Optics express 28 (3), 3905-3921, 2020 | 16 | 2020 |
| Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks H Gupta, TH Phan, J Yoo, M Unser European Conference on Computer Vision, 429-444, 2020 | 12 | 2020 |
| Statistical optimality of Hermite splines V Uhlmann, J Fageot, H Gupta, M Unser 2015 International Conference on Sampling Theory and Applications (SampTA …, 2015 | 4 | 2015 |
| Solving continuous-domain problems exactly with multiresolution b-splines T Debarre, J Fageot, H Gupta, M Unser ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 2 | 2019 |
| End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data YSG Nashed, F Poitevin, H Gupta, G Woollard, M Kagan, C Yoon, ... arXiv preprint arXiv:2107.02958, 2021 | 1 | 2021 |
| From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging. H Gupta EPFL, 2020 | | 2020 |
| General surface energy for spinal cord and aorta segmentation H Gupta, D Schmitter, V Uhlmann, M Unser 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | | 2017 |
| Representer theorems for ill-posed problems with sparsity constraints M Unser, J Fageot, JP Ward, H Gupta | | |
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
