Mehrsa Pourya

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparison of 2D Regular Lattices for the CPWL Approximation of Functions.
CoRR
Mehrsa Pourya, Maïka Nogarotto, Michael Unser
2025 A* conf
DEALing with Image Reconstruction: Deep Attentive Least Squares.
ICML
Mehrsa Pourya, Erich Kobler, Michael Unser, Sebastian Neumayer
2025 J jnl
DEALing with Image Reconstruction: Deep Attentive Least Squares.
CoRR
Mehrsa Pourya, Erich Kobler, Michael Unser, Sebastian Neumayer
2025 J jnl
FLOWER: A Flow-Matching Solver for Inverse Problems.
CoRR
Mehrsa Pourya, Bassam El Rawas, Michael Unser
2025 J jnl
Random ReLU Neural Networks as Non-Gaussian Processes.
J. Mach. Learn. Res.
Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser
2024 J jnl
A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints.
IEEE Trans. Computational Imaging
Mehrsa Pourya, Aleix Boquet-Pujadas, Michael Unser
2024 — conf
A Continuous-Domain Solution for Computed Tomography with Hessian Total-Variation Regularization.
ISBI
Mehrsa Pourya, Youssef Haouchat, Michael Unser
2024 J jnl
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers.
CoRR
Mehrsa Pourya, Sebastian Neumayer, Michael Unser
2024 J jnl
Random ReLU Neural Networks as Non-Gaussian Processes.
CoRR
Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser
2022 J jnl
Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization.
CoRR
Mehrsa Pourya, Alexis Goujon, Michael Unser
2021 — conf
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy.
ISBI
Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage