Arthur Leclaire

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Regularization Parameter

Texture Synthesis

Image Restoration

Top Venues

J. Math. Imaging Vis.

SIAM J. Imaging Sci.

Publications

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter. J. Math. Imaging Vis. 66 (4) (2024)
Yann Traonmilin, Jean-François Aujol, Pierre-Jean Bénard, Arthur Leclaire
On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds. J. Math. Imaging Vis. 66 (1) (2024)
Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis
Plug-and-Play image restoration with Stochastic deNOising REgularization. CoRR (2024)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR (2023)
Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR (2023)
Julie Delon, Agnès Desolneux, Laurent Facq, Arthur Leclaire
Optimal Transport Between GMM for Multiscale Texture Synthesis. SSVM (2023)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions. J. Math. Imaging Vis. 65 (1) (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM (2023)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs. Trans. Mach. Learn. Res. 2023 (2023)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. ICML (2022)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Gradient Step Denoiser for convergent Plug-and-Play. ICLR (2022)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization. CoRR (2022)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
On the Existence of Optimal Transport Gradient for Learning Generative Models. CoRR (2021)
Arthur Leclaire, Julien Rabin
A Stochastic Multi-layer Algorithm for Semi-discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. J. Math. Imaging Vis. 63 (2) (2021)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
Wasserstein Generative Models for Patch-Based Texture Synthesis. SSVM (2021)
Valentin De Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire
Maximum Entropy Methods for Texture Synthesis: Theory and Practice. SIAM J. Math. Data Sci. 3 (1) (2021)
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
Gradient Step Denoiser for convergent Plug-and-Play. CoRR (2021)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
Projected Gradient Descent for Non-Convex Sparse Spike Estimation. IEEE Signal Process. Lett. 27 (2020)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint. CoRR (2020)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension. CoRR (2020)
Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
Wasserstein Generative Models for Patch-based Texture Synthesis. CoRR (2020)
Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
Patch Redundancy in Images: A Statistical Testing Framework and Some Applications. SIAM J. Imaging Sci. 12 (2) (2019)
Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
Macrocanonical Models for Texture Synthesis. CoRR (2019)
Arthur Leclaire, Julien Rabin
A Fast Multi-layer Approximation to Semi-discrete Optimal Transport. SSVM (2019)
Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
Macrocanonical Models for Texture Synthesis. SSVM (2019)
Valentin De Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire
Maximum entropy methods for texture synthesis: theory and practice. CoRR (2019)
Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
Patch redundancy in images: a statistical testing framework and some applications. CoRR (2019)
Bruno Galerne, Arthur Leclaire, Julien Rabin
A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space. SIAM J. Imaging Sci. 11 (4) (2018)
Agnès Desolneux, Arthur Leclaire
Stochastic Image Models from SIFT-Like Descriptors. SIAM J. Imaging Sci. 11 (4) (2018)
Bruno Galerne, Arthur Leclaire, Julien Rabin
Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. GSI (2017)
Bruno Galerne, Arthur Leclaire
An Algorithm for Gaussian Texture Inpainting. Image Process. Line 7 (2017)
Bruno Galerne, Arthur Leclaire
Texture Inpainting Using Efficient Gaussian Conditional Simulation. SIAM J. Imaging Sci. 10 (3) (2017)
Bruno Galerne, Arthur Leclaire, Lionel Moisan
Texton Noise. Comput. Graph. Forum 36 (8) (2017)
Agnès Desolneux, Arthur Leclaire
Stochastic Image Reconstruction from Local Histograms of Gradient Orientation. SSVM (2017)
Bruno Galerne, Arthur Leclaire, Lionel Moisan
Microtexture inpainting through Gaussian conditional simulation. ICASSP (2016)
Arthur Leclaire, Lionel Moisan
No-Reference Image Quality Assessment and Blind Deblurring with Sharpness Metrics Exploiting Fourier Phase Information. J. Math. Imaging Vis. 52 (1) (2015)
Bruno Galerne, Arthur Leclaire, Lionel Moisan
A texton for fast and flexible Gaussian texture synthesis. EUSIPCO (2014)
Arthur Leclaire, Lionel Moisan
Blind Deblurring Using a Simplified Sharpness Index. SSVM (2013)
Marc Lebrun, Arthur Leclaire
An Implementation and Detailed Analysis of the K-SVD Image Denoising Algorithm. Image Process. Line 2 (2012)