Statistics of wavelet coefficients for sparse self-similar images. - Julien Fageot; Emrah Bostan; Michael Unser (ICIP, 2014)

Wavelet Statistics of Sparse and Self-Similar Images. - Julien Fageot; Emrah Bostan; Michael Unser (SIAM J. Imaging Sci., 2015)

Hermite Snakes With Control of Tangents. - Virginie Uhlmann; Julien Fageot; Michael Unser (IEEE Trans. Image Process., 2016)

Representer Theorems for Sparsity-Promoting ℓ1 Regularization. - Michael Unser; Julien Fageot; Harshit Gupta (IEEE Trans. Inf. Theory, 2016)

Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes. - Julien Fageot; Virginie Uhlmann; Michael Unser (CoRR, 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)

Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization. - Michael Unser; Julien Fageot; John Paul Ward (SIAM Rev., 2017)

Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features. - Adrien Depeursinge; Julien Fageot; Vincent Andrearczyk; John Paul Ward; Michael Unser (MLMI@MICCAI, 2018)

Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization. - Harshit Gupta; Julien Fageot; Michael Unser (CoRR, 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 Versus Generalized TV Regularization. - Harshit Gupta; Julien Fageot; Michael Unser (IEEE Trans. Signal Process., 2018)

Solving Continuous-domain Problems Exactly with Multiresolution B-splines. - Thomas Debarre; Julien Fageot; Harshit Gupta; Michael Unser (ICASSP, 2019)

Exploring local rotation invariance in 3D CNNs with steerable filters. - Vincent Andrearczyk; Julien Fageot; Valentin Oreiller; Xavier Montet; Adrien Depeursinge (MIDL, 2019)

Angular Accuracy of Steerable Feature Detectors. - Zsuzsanna Püspöki; Julien Fageot; Arash Amini; John Paul Ward; Michael Unser (SIAM J. Imaging Sci., 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)

3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis. - Valentin Oreiller; Vincent Andrearczyk; Julien Fageot; John O. Prior; Adrien Depeursinge (CoRR, 2020)

Support and approximation properties of Hermite splines. - Julien Fageot; Shayan Aziznejad; Michael Unser; Virginie Uhlmann (J. Comput. Appl. Math., 2020)

Local rotation invariance in 3D CNNs. - Vincent Andrearczyk; Julien Fageot; Valentin Oreiller; Xavier Montet; Adrien Depeursinge (Medical Image Anal., 2020)

Dictionary Learning for Two-Dimensional Kendall Shapes. - Anna Song; Virginie Uhlmann; Julien Fageot; Michael Unser (SIAM J. Imaging Sci., 2020)

Principled Design and Implementation of Steerable Detectors. - Julien Fageot; Virginie Uhlmann; Zsuzsanna Püspöki; Benjamin Beck; Michael Unser; Adrien Depeursinge (IEEE Trans. Image Process., 2021)

Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net. - Valentin Oreiller; Julien Fageot; Vincent Andrearczyk; John O. Prior; Adrien Depeursinge (MIDL, 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)

Sparsest piecewise-linear regression of one-dimensional data. - Thomas Debarre; Quentin Denoyelle; Michael Unser; Julien Fageot (J. Comput. Appl. Math., 2022)

A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO. - Adrian Jarret; Julien Fageot; Matthieu Simeoni (IEEE Signal Process. Lett., 2022)

The Wavelet Compressibility of Compound Poisson Processes. - Shayan Aziznejad; Julien Fageot (IEEE Trans. Inf. Theory, 2022)

Entropic Compressibility of Lévy Processes. - Julien Fageot; Alireza Fallah 001; Thibaut Horel (IEEE Trans. Inf. Theory, 2022)

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)

Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons. - Julien Fageot; Sadegh Farhadkhani; Lê-Nguyên Hoang; Oscar Villemaud (AAAI, 2024)

A Decoupled Approach for Composite Sparse-Plus-Smooth Penalized Optimization. - Adrian Jarret; Valérie Costa; Julien Fageot (EUSIPCO, 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 (TGI3@MICCAI, 2024)

Generalizing while preserving monotonicity in comparison-based preference learning models. - Julien Fageot; Peva Blanchard; Gilles Bareilles; Lê-Nguyên Hoang (CoRR, 2025)

On Monotonicity in AI Alignment. - Gilles Bareilles; Julien Fageot; Lê-Nguyên Hoang; Peva Blanchard; Wassim Bouaziz; Sébastien Rouault; El-Mahdi El-Mhamdi (CoRR, 2025)