Harshit Gupta
Harshit Gupta
Postdoc, Stanford Linear Accelerator Center (SLAC)
Adresse e-mail validée de slac.stanford.edu - Page d'accueil
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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
1762018
Representer Theorems for Sparsity-Promoting Regularization
M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
332016
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
252018
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
192019
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
152019
Cryogan: A new reconstruction paradigm for single-particle cryo-em via deep adversarial learning
H Gupta, MT McCann, L Donati, M Unser
BioRxiv, 2020
142020
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
92020
Deep-learning projector for optical diffraction tomography
F Yang, T Pham, H Gupta, M Unser, J Ma
Optics express 28 (3), 3905-3921, 2020
72020
Statistical optimality of Hermite splines
V Uhlmann, J Fageot, H Gupta, M Unser
2015 International Conference on Sampling Theory and Applications (SampTA …, 2015
42015
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
22020
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
22019
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
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
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