An Implementation and Detailed Analysis of the K-SVD Image Denoising Algorithm. - Marc Lebrun; Arthur Leclaire (Image Process. Line, 2012)

Blind Deblurring Using a Simplified Sharpness Index. - Arthur Leclaire; Lionel Moisan (SSVM, 2013)

A texton for fast and flexible Gaussian texture synthesis. - Bruno Galerne; Arthur Leclaire; Lionel Moisan (EUSIPCO, 2014)

No-Reference Image Quality Assessment and Blind Deblurring with Sharpness Metrics Exploiting Fourier Phase Information. - Arthur Leclaire; Lionel Moisan (J. Math. Imaging Vis., 2015)

Microtexture inpainting through Gaussian conditional simulation. - Bruno Galerne; Arthur Leclaire; Lionel Moisan (ICASSP, 2016)

Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. - Bruno Galerne; Arthur Leclaire; Julien Rabin (GSI, 2017)

Stochastic Image Reconstruction from Local Histograms of Gradient Orientation. - Agnès Desolneux; Arthur Leclaire (SSVM, 2017)

Texton Noise. - Bruno Galerne; Arthur Leclaire; Lionel Moisan (Comput. Graph. Forum, 2017)

An Algorithm for Gaussian Texture Inpainting. - Bruno Galerne; Arthur Leclaire (Image Process. Line, 2017)

Texture Inpainting Using Efficient Gaussian Conditional Simulation. - Bruno Galerne; Arthur Leclaire (SIAM J. Imaging Sci., 2017)

Stochastic Image Models from SIFT-Like Descriptors. - Agnès Desolneux; Arthur Leclaire (SIAM J. Imaging Sci., 2018)

A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space. - Bruno Galerne; Arthur Leclaire; Julien Rabin (SIAM J. Imaging Sci., 2018)

Macrocanonical Models for Texture Synthesis. - Valentin De Bortoli; Agnès Desolneux; Bruno Galerne; Arthur Leclaire (SSVM, 2019)

A Fast Multi-layer Approximation to Semi-discrete Optimal Transport. - Arthur Leclaire; Julien Rabin (SSVM, 2019)

Patch Redundancy in Images: A Statistical Testing Framework and Some Applications. - Valentin De Bortoli; Agnès Desolneux; Bruno Galerne; Arthur Leclaire (SIAM J. Imaging Sci., 2019)

The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension. - Yann Traonmilin; Jean-François Aujol; Arthur Leclaire (CoRR, 2020)

An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint. - Yann Traonmilin; Jean-François Aujol; Arthur Leclaire (CoRR, 2020)

Projected Gradient Descent for Non-Convex Sparse Spike Estimation. - Yann Traonmilin; Jean-François Aujol; Arthur Leclaire (IEEE Signal Process. Lett., 2020)

Wasserstein Generative Models for Patch-Based Texture Synthesis. - Antoine Houdard; Arthur Leclaire; Nicolas Papadakis; Julien Rabin (SSVM, 2021)

On the Existence of Optimal Transport Gradient for Learning Generative Models. - Antoine Houdard; Arthur Leclaire; Nicolas Papadakis; Julien Rabin (CoRR, 2021)

A Stochastic Multi-layer Algorithm for Semi-discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. - Arthur Leclaire; Julien Rabin (J. Math. Imaging Vis., 2021)

Maximum Entropy Methods for Texture Synthesis: Theory and Practice. - Valentin De Bortoli; Agnès Desolneux; Alain Durmus; Bruno Galerne; Arthur Leclaire (SIAM J. Math. Data Sci., 2021)

Gradient Step Denoiser for convergent Plug-and-Play. - Samuel Hurault; Arthur Leclaire; Nicolas Papadakis (ICLR, 2022)

Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. - Samuel Hurault; Arthur Leclaire; Nicolas Papadakis (ICML, 2022)

Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. - Samuel Hurault; Ulugbek Kamilov; Arthur Leclaire; Nicolas Papadakis (NeurIPS, 2023)

Optimal Transport Between GMM for Multiscale Texture Synthesis. - Julie Delon; Agnès Desolneux; Laurent Facq; Arthur Leclaire (SSVM, 2023)

A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. - Samuel Hurault; Antonin Chambolle; Arthur Leclaire; Nicolas Papadakis (SSVM, 2023)

On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs. - Antoine Houdard; Arthur Leclaire; Nicolas Papadakis; Julien Rabin (Trans. Mach. Learn. Res., 2023)

A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions. - Antoine Houdard; Arthur Leclaire; Nicolas Papadakis; Julien Rabin (J. Math. Imaging Vis., 2023)

Plug-and-Play image restoration with Stochastic deNOising REgularization. - Marien Renaud; Jean Prost; Arthur Leclaire; Nicolas Papadakis (ICML, 2024)

On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds. - Yann Traonmilin; Jean-François Aujol; Pierre-Jean Bénard; Arthur Leclaire (J. Math. Imaging Vis., 2024)

Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter. - Samuel Hurault; Antonin Chambolle; Arthur Leclaire; Nicolas Papadakis (J. Math. Imaging Vis., 2024)

Equivariant Denoisers for Image Restoration. - Marien Renaud; Arthur Leclaire; Nicolas Papadakis (SSVM (1), 2025)

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling. - Marien Renaud; Valentin De Bortoli; Arthur Leclaire; Nicolas Papadakis (CoRR, 2025)