Arthur Leclaire

According to our database, Arthur Leclaire authored at least 32 papers between 2012 and 2024.

Collaborative distances:

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

2024

Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter.

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

J. Math. Imaging Vis., August, 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., January, 2024

Plug-and-Play image restoration with Stochastic deNOising REgularization.

Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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., January, 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 Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser.

Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Optimal Transport Between GMM for Multiscale Texture Synthesis.

Julie Delon, Agnès Desolneux, Laurent Facq, Arthur Leclaire

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems.

Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization.

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

Proceedings of the International Conference on Machine Learning, 2022

Gradient Step Denoiser for convergent Plug-and-Play.

Samuel Hurault, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Tenth International Conference on Learning Representations, 2022

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

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

On the Existence of Optimal Transport Gradient for Learning Generative Models.

Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin

CoRR, 2021

Wasserstein Generative Models for Patch-Based Texture Synthesis.

Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

2020

Projected Gradient Descent for Non-Convex Sparse Spike Estimation.

Yann Traonmilin, Jean-François Aujol, Arthur Leclaire

IEEE Signal Process. Lett., 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

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

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

A Fast Multi-layer Approximation to Semi-discrete Optimal Transport.

Arthur Leclaire, Julien Rabin

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Macrocanonical Models for Texture Synthesis.

Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

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

Stochastic Image Models from SIFT-Like Descriptors.

Agnès Desolneux, Arthur Leclaire

SIAM J. Imaging Sci., 2018

2017

Texture Inpainting Using Efficient Gaussian Conditional Simulation.

Bruno Galerne, Arthur Leclaire

SIAM J. Imaging Sci., 2017

An Algorithm for Gaussian Texture Inpainting.

Bruno Galerne, Arthur Leclaire

Image Process. Line, 2017

Texton Noise.

Bruno Galerne, Arthur Leclaire, Lionel Moisan

Comput. Graph. Forum, 2017

Stochastic Image Reconstruction from Local Histograms of Gradient Orientation.

Agnès Desolneux, Arthur Leclaire

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures.

Bruno Galerne, Arthur Leclaire, Julien Rabin

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016

Microtexture inpainting through Gaussian conditional simulation.

Bruno Galerne, Arthur Leclaire, Lionel Moisan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

No-Reference Image Quality Assessment and Blind Deblurring with Sharpness Metrics Exploiting Fourier Phase Information.

Arthur Leclaire, Lionel Moisan

J. Math. Imaging Vis., 2015

2014

A texton for fast and flexible Gaussian texture synthesis.

Bruno Galerne, Arthur Leclaire, Lionel Moisan

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Blind Deblurring Using a Simplified Sharpness Index.

Arthur Leclaire, Lionel Moisan

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

2012

An Implementation and Detailed Analysis of the K-SVD Image Denoising Algorithm.

Marc Lebrun, Arthur Leclaire

Image Process. Line, 2012