Arthur Leclaire

46 papers A* 4Misc 1Journal 31Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Equivariant Denoisers for Image Restoration. SSVM (1) Marien Renaud, Arthur Leclaire, Nicolas Papadakis
2025	J	`jnl`	From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling. CoRR Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis
2025	J	`jnl`	From the Gradient-Step Denoiser to the Proximal Denoiser and their associated convergent Plug-and-Play algorithms. CoRR Vincent Herfeld, Baudouin Denis de Senneville, Arthur Leclaire, Nicolas Papadakis
2024	J	`jnl`	Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter. J. Math. Imaging Vis. Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
2024	J	`jnl`	Equivariant Denoisers for Image Restoration. CoRR Marien Renaud, Arthur Leclaire, Nicolas Papadakis
2024	J	`jnl`	On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds. J. Math. Imaging Vis. Yann Traonmilin, Jean-François Aujol, Pierre-Jean Bénard, Arthur Leclaire
2024	A*	`conf`	Plug-and-Play image restoration with Stochastic deNOising REgularization. ICML Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis
2024	J	`jnl`	Plug-and-Play image restoration with Stochastic deNOising REgularization. CoRR Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis
2023	J	`jnl`	A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions. J. Math. Imaging Vis. Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
2023	—	`conf`	A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
2023	J	`jnl`	A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
2023	A*	`conf`	Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
2023	J	`jnl`	Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis
2023	J	`jnl`	Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
2023	J	`jnl`	On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs. Trans. Mach. Learn. Res. Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
2023	—	`conf`	Optimal Transport Between GMM for Multiscale Texture Synthesis. SSVM Julie Delon, Agnès Desolneux, Laurent Facq, Arthur Leclaire
2022	A*	`conf`	Gradient Step Denoiser for convergent Plug-and-Play. ICLR Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
2022	A*	`conf`	Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. ICML Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
2022	J	`jnl`	Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization. CoRR Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
2021	J	`jnl`	A Stochastic Multi-layer Algorithm for Semi-discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. J. Math. Imaging Vis. Arthur Leclaire, Julien Rabin
2021	J	`jnl`	Gradient Step Denoiser for convergent Plug-and-Play. CoRR Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
2021	J	`jnl`	Maximum Entropy Methods for Texture Synthesis: Theory and Practice. SIAM J. Math. Data Sci. Valentin De Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire
2021	J	`jnl`	On the Existence of Optimal Transport Gradient for Learning Generative Models. CoRR Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
2021	—	`conf`	Wasserstein Generative Models for Patch-Based Texture Synthesis. SSVM Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
2020	J	`jnl`	An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint. CoRR Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
2020	J	`jnl`	Projected Gradient Descent for Non-Convex Sparse Spike Estimation. IEEE Signal Process. Lett. Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
2020	J	`jnl`	The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension. CoRR Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
2020	J	`jnl`	Wasserstein Generative Models for Patch-based Texture Synthesis. CoRR Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin
2019	—	`conf`	A Fast Multi-layer Approximation to Semi-discrete Optimal Transport. SSVM Arthur Leclaire, Julien Rabin
2019	—	`conf`	Macrocanonical Models for Texture Synthesis. SSVM Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
2019	J	`jnl`	Macrocanonical Models for Texture Synthesis. CoRR Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
2019	J	`jnl`	Maximum entropy methods for texture synthesis: theory and practice. CoRR Valentin De Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire
2019	J	`jnl`	Patch Redundancy in Images: A Statistical Testing Framework and Some Applications. SIAM J. Imaging Sci. Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
2019	J	`jnl`	Patch redundancy in images: a statistical testing framework and some applications. CoRR Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire
2018	J	`jnl`	A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space. SIAM J. Imaging Sci. Bruno Galerne, Arthur Leclaire, Julien Rabin
2018	J	`jnl`	Stochastic Image Models from SIFT-Like Descriptors. SIAM J. Imaging Sci. Agnès Desolneux, Arthur Leclaire
2017	J	`jnl`	An Algorithm for Gaussian Texture Inpainting. Image Process. Line Bruno Galerne, Arthur Leclaire
2017	—	`conf`	Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. GSI Bruno Galerne, Arthur Leclaire, Julien Rabin
2017	—	`conf`	Stochastic Image Reconstruction from Local Histograms of Gradient Orientation. SSVM Agnès Desolneux, Arthur Leclaire
2017	J	`jnl`	Texton Noise. Comput. Graph. Forum Bruno Galerne, Arthur Leclaire, Lionel Moisan
2017	J	`jnl`	Texture Inpainting Using Efficient Gaussian Conditional Simulation. SIAM J. Imaging Sci. Bruno Galerne, Arthur Leclaire
2016	Misc	`conf`	Microtexture inpainting through Gaussian conditional simulation. ICASSP Bruno Galerne, Arthur Leclaire, Lionel Moisan
2015	J	`jnl`	No-Reference Image Quality Assessment and Blind Deblurring with Sharpness Metrics Exploiting Fourier Phase Information. J. Math. Imaging Vis. Arthur Leclaire, Lionel Moisan
2014	—	`conf`	A texton for fast and flexible Gaussian texture synthesis. EUSIPCO Bruno Galerne, Arthur Leclaire, Lionel Moisan
2013	—	`conf`	Blind Deblurring Using a Simplified Sharpness Index. SSVM Arthur Leclaire, Lionel Moisan
2012	J	`jnl`	An Implementation and Detailed Analysis of the K-SVD Image Denoising Algorithm. Image Process. Line Marc LeBrun, Arthur Leclaire