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Harshit Gupta
Harshit Gupta
Software Engineer (Augmented Reality), Google
Adresse e-mail validée de google.com - Page d'accueil
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Année
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
4172018
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
145*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
912021
Representer Theorems for Sparsity-Promoting Regularization
M Unser, J Fageot, H Gupta
IEEE Transactions on Information Theory 62 (9), 5167-5180, 2016
602016
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
482018
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
442020
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
442020
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
382020
Deep-learning projector for optical diffraction tomography
F Yang, T Pham, H Gupta, M Unser, J Ma
Optics express 28 (3), 3905-3921, 2020
332020
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
312019
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
172021
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
52022
Statistical optimality of Hermite splines
V Uhlmann, J Fageot, H Gupta, M Unser
2015 International Conference on Sampling Theory and Applications (SampTA …, 2015
52015
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
42019
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
32021
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, ...
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