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Pakshal Bohra
Pakshal Bohra
PhD Student, EPFL
Adresse e-mail validée de epfl.ch
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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
362020
Learning Lipschitz-controlled activation functions in neural networks for plug-and-play image reconstruction methods
P Bohra, D Perdios, A Goujon, S Emery, M Unser
NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021
232021
Continuous-Domain Signal Reconstruction Using -Norm Regularization
P Bohra, M Unser
IEEE Transactions on Signal Processing 68, 4543-4554, 2020
212020
Approximation of lipschitz functions using deep spline neural networks
S Neumayer, A Goujon, P Bohra, M Unser
SIAM Journal on Mathematics of Data Science 5 (2), 306-322, 2023
172023
A neural-network-based convex regularizer for inverse problems
A Goujon, S Neumayer, P Bohra, S Ducotterd, M Unser
IEEE Transactions on Computational Imaging, 2023
142023
Variance-stabilization-based compressive inversion under Poisson or Poisson–Gaussian noise with analytical bounds
P Bohra, D Garg, KS Gurumoorthy, A Rajwade
Inverse Problems 35 (10), 105006, 2019
14*2019
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions
S Ducotterd, A Goujon, P Bohra, D Perdios, S Neumayer, M Unser
arXiv preprint arXiv:2210.16222, 2022
102022
Bayesian inversion for nonlinear imaging models using deep generative priors
P Bohra, T Pham, J Dong, M Unser
IEEE Transactions on Computational Imaging 8, 1237-1249, 2022
92022
Computation of" Best" Interpolants in the Lp Sense
P Bohra, M Unser
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Dynamic Fourier ptychography with deep spatiotemporal priors
P Bohra, T Pham, Y Long, J Yoo, M Unser
Inverse Problems 39 (6), 064005, 2023
22023
CRR: Convex Ridge Regularizer
A Goujon, S Neumayer, P Bohra, S Ducotterd, M Unser
Astrophysics Source Code Library, ascl: 2401.016, 2024
2024
A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods
P Bohra, P del Aguila Pla, JF Giovannelli, M Unser
IEEE Transactions on Signal Processing, 2023
2023
POISSON LOW-RANK MATRIX RECOVERY USING THE ANSCOMBE TRANSFORM
P Bohra, A Rajwade
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
2018
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