| 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 | 454 | 2018 |
| Time-dependent deep image prior for dynamic MRI J Yoo, KH Jin, H Gupta, J Yerly, M Stuber, M Unser IEEE Transactions on Medical Imaging 40 (12), 3337-3348, 2021 | 181* | 2021 |
| 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 | 104 | 2021 |
| Representer Theorems for Sparsity-Promoting Regularization M Unser, J Fageot, H Gupta IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016 | 68 | 2016 |
| Learning activation functions in deep (spline) neural networks P Bohra, J Campos, H Gupta, S Aziznejad, M Unser IEEE Open Journal of Signal Processing 1, 295-309, 2020 | 64 | 2020 |
| 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 | 52 | 2018 |
| 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 | 49 | 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 | 46 | 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 | 39 | 2020 |
| 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 | 31 | 2019 |
| CryoPoseNet: 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, CH Yoon, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 22 | 2021 |
| Smart data collection for CryoEM T Bepler, AJ Borst, J Bouvette, G Cannone, S Chen, A Cheng, A Cheng, ... Journal of Structural Biology 214 (4), 107913, 2022 | 10 | 2022 |
| Statistical optimality of Hermite splines V Uhlmann, J Fageot, H Gupta, M Unser 2015 International Conference on Sampling Theory and Applications (SampTA …, 2015 | 5 | 2015 |
| 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 | 4 | 2021 |
| 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 | 4 | 2019 |
| 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 |
| 15 CryoGAN: A Deep Generative Adversarial Approach to Single-Particle Cryo-EM MT McCann, L Donati, H Gupta, M Unser | | |
| 2020 Index IEEE Open Journal of Signal Processing Vol. S Aeron, S Aziznejad, VA Bohara, P Bohra, V Bordignon, J Campos, ... | | |
| LIB A Amini, A Amzallag, P Argelaguet Franquelo, M Arigovindan, ... | | |
Michael UnserProfessor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch