Pakshal Bohra

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Multilayer Perceptron

Image Reconstruction

Top Venues

IEEE Trans. Computational Imaging

IEEE Trans. Signal Process.

Publications

Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser
Random ReLU Neural Networks as Non-Gaussian Processes. CoRR (2024)
Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser
A Neural-Network-Based Convex Regularizer for Inverse Problems. IEEE Trans. Computational Imaging 9 (2023)
Sebastian Neumayer, Alexis Goujon, Pakshal Bohra, Michael Unser
Approximation of Lipschitz Functions Using Deep Spline Neural Networks. SIAM J. Math. Data Sci. 5 (2) (2023)
Pakshal Bohra, Pol del Aguila Pla, Jean-François Giovannelli, Michael Unser
A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods. IEEE Trans. Signal Process. 71 (2023)
Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser
Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors. IEEE Trans. Computational Imaging 8 (2022)
Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. CoRR (2022)
Sebastian Neumayer, Alexis Goujon, Pakshal Bohra, Michael Unser
Approximation of Lipschitz Functions using Deep Spline Neural Networks. CoRR (2022)
Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors. CoRR (2022)
Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser
A Neural-Network-Based Convex Regularizer for Image Reconstruction. CoRR (2022)
Pakshal Bohra, Michael Unser
Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization. IEEE Trans. Signal Process. 68 (2020)
Pakshal Bohra, Michael Unser
Computation of "Best" Interpolants in the Lp Sense. ICASSP (2020)
Pakshal Bohra, Ajit Rajwade
Poisson Low-Rank Matrix Recovery Using the Anscombe Transform. GlobalSIP (2018)