Julien Fageot

According to our database, Julien Fageot authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Bispectral 3D U-Net for Rotation Robustness in Medical Segmentation.

Arthur Chevalley, Valentin Oreiller, Julien Fageot, John O. Prior, Vincent Andrearczyk, Adrien Depeursinge

Proceedings of the Topology- and Graph-Informed Imaging Informatics, 2024

A Decoupled Approach for Composite Sparse-Plus-Smooth Penalized Optimization.

Adrian Jarret, Valérie Costa, Julien Fageot

Proceedings of the 32nd European Signal Processing Conference, 2024

Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons.

Julien Fageot, Sadegh Farhadkhani, Lê-Nguyên Hoang, Oscar Villemaud

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

TV-based spline reconstruction with Fourier measurements: Uniqueness and convergence of grid-based methods.

Thomas Debarre, Quentin Denoyelle, Julien Fageot

J. Comput. Appl. Math., 2023

2022

Entropic Compressibility of Lévy Processes.

Julien Fageot, Alireza Fallah, Thibaut Horel

IEEE Trans. Inf. Theory, 2022

The Wavelet Compressibility of Compound Poisson Processes.

Shayan Aziznejad, Julien Fageot

IEEE Trans. Inf. Theory, 2022

A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO.

Adrian Jarret, Julien Fageot, Matthieu Simeoni

IEEE Signal Process. Lett., 2022

Sparsest piecewise-linear regression of one-dimensional data.

Thomas Debarre, Quentin Denoyelle, Michael Unser, Julien Fageot

J. Comput. Appl. Math., 2022

Steer'n'Detect: fast 2D template detection with accurate orientation estimation.

Virginie Uhlmann, Zsuzsanna Püspöki, Adrien Depeursinge, Michael Unser, Daniel Sage, Julien Fageot

Bioinform., 2022

Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net.

Valentin Oreiller, Julien Fageot, Vincent Andrearczyk, John O. Prior, Adrien Depeursinge

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Principled Design and Implementation of Steerable Detectors.

Julien Fageot, Virginie Uhlmann, Zsuzsanna Püspöki, Benjamin Beck, Michael Unser, Adrien Depeursinge

IEEE Trans. Image Process., 2021

2020

Dictionary Learning for Two-Dimensional Kendall Shapes.

Anna Song, Virginie Uhlmann, Julien Fageot, Michael Unser

SIAM J. Imaging Sci., 2020

Local rotation invariance in 3D CNNs.

Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge

Medical Image Anal., 2020

Support and approximation properties of Hermite splines.

Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann

J. Comput. Appl. Math., 2020

3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis.

Valentin Oreiller, Vincent Andrearczyk, Julien Fageot, John O. Prior, Adrien Depeursinge

CoRR, 2020

2019

B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization.

Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser

IEEE Trans. Inf. Theory, 2019

Angular Accuracy of Steerable Feature Detectors.

Zsuzsanna Püspöki, Julien Fageot, Arash Amini, John Paul Ward, Michael Unser

SIAM J. Imaging Sci., 2019

Exploring local rotation invariance in 3D CNNs with steerable filters.

Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Solving Continuous-domain Problems Exactly with Multiresolution B-splines.

Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization.

Harshit Gupta, Julien Fageot, Michael Unser

IEEE Trans. Signal Process., 2018

Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems.

Anais Badoual, Julien Fageot, Michael Unser

IEEE Trans. Signal Process., 2018

Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization.

Harshit Gupta, Julien Fageot, Michael Unser

CoRR, 2018

Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features.

Adrien Depeursinge, Julien Fageot, Vincent Andrearczyk, John Paul Ward, Michael Unser

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

2017

Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization.

Michael Unser, Julien Fageot, John Paul Ward

SIAM Rev., 2017

Compactly-supported smooth interpolators for shape modeling with varying resolution.

Daniel Schmitter, Julien Fageot, Anais Badoual, Pablo García-Amorena, Michael Unser

Graph. Model., 2017

Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes.

Julien Fageot, Virginie Uhlmann, Michael Unser

CoRR, 2017

2016

Representer Theorems for Sparsity-Promoting ℓ₁ Regularization.

Michael Unser, Julien Fageot, Harshit Gupta

IEEE Trans. Inf. Theory, 2016

Hermite Snakes With Control of Tangents.

Virginie Uhlmann, Julien Fageot, Michael Unser

IEEE Trans. Image Process., 2016

2015

Wavelet Statistics of Sparse and Self-Similar Images.

Julien Fageot, Emrah Bostan, Michael Unser

SIAM J. Imaging Sci., 2015

2014

Statistics of wavelet coefficients for sparse self-similar images.

Julien Fageot, Emrah Bostan, Michael Unser

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014