Harshit Gupta
Harshit Gupta
Software Engineer (Augmented Reality), Google
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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
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
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
Representer Theorems for Sparsity-Promoting Regularization
M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
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
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
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
Multi-cryogan: Reconstruction of continuous conformations in cryo-em using generative adversarial networks
H Gupta, TH Phan, J Yoo, M Unser
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 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
Statistical optimality of Hermite splines
V Uhlmann, J Fageot, H Gupta, M Unser
2015 International Conference on Sampling Theory and Applications (SampTA …, 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
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
From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging.
H Gupta
EPFL, 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
Representer theorems for ill-posed problems with sparsity constraints
M Unser, J Fageot, JP Ward, H Gupta
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