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2020 – today
- 2024
[j15]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): 57-74 (2024)- [j14]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): 616-638 (2024) - [c14]Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis:
Plug-and-Play image restoration with Stochastic deNOising REgularization. ICML 2024 - [i13]Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis:
Plug-and-Play image restoration with Stochastic deNOising REgularization. CoRR abs/2402.01779 (2024) - 2023
- [j13]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): 4-28 (2023) - [j12]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) - [c13]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. NeurIPS 2023 - [c12]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM 2023: 379-392 - [c11]Julie Delon, Agnès Desolneux, Laurent Facq, Arthur Leclaire:
Optimal Transport Between GMM for Multiscale Texture Synthesis. SSVM 2023: 627-638 - [i12]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR abs/2301.13731 (2023) - [i11]Samuel Hurault, Ulugbek Kamilov, Arthur Leclaire, Nicolas Papadakis:
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems. CoRR abs/2306.03466 (2023) - [i10]Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis:
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR abs/2311.01216 (2023) - 2022
- [c10]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Gradient Step Denoiser for convergent Plug-and-Play. ICLR 2022 - [c9]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization. ICML 2022: 9483-9505 - [i9]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization. CoRR abs/2201.13256 (2022) - 2021
- [j11]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): 282-308 (2021) - [j10]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): 52-82 (2021) - [c8]Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin:
Wasserstein Generative Models for Patch-Based Texture Synthesis. SSVM 2021: 269-280 - [i8]Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin:
On the Existence of Optimal Transport Gradient for Learning Generative Models. CoRR abs/2102.05542 (2021) - [i7]Samuel Hurault, Arthur Leclaire, Nicolas Papadakis:
Gradient Step Denoiser for convergent Plug-and-Play. CoRR abs/2110.03220 (2021) - 2020
- [j9]Yann Traonmilin, Jean-François Aujol, Arthur Leclaire:
Projected Gradient Descent for Non-Convex Sparse Spike Estimation. IEEE Signal Process. Lett. 27: 1110-1114 (2020) - [i6]Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin:
Wasserstein Generative Models for Patch-based Texture Synthesis. CoRR abs/2007.03408 (2020) - [i5]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 abs/2009.08670 (2020) - [i4]Yann Traonmilin, Jean-François Aujol, Arthur Leclaire:
An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint. CoRR abs/2012.01262 (2020)
2010 – 2019
- 2019
- [j8]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): 893-926 (2019) - [c7]Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire:
Macrocanonical Models for Texture Synthesis. SSVM 2019: 13-24 - [c6]Arthur Leclaire, Julien Rabin:
A Fast Multi-layer Approximation to Semi-discrete Optimal Transport. SSVM 2019: 341-353 - [i3]Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire:
Macrocanonical Models for Texture Synthesis. CoRR abs/1904.06396 (2019) - [i2]Valentin De Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire:
Patch redundancy in images: a statistical testing framework and some applications. CoRR abs/1904.06428 (2019) - [i1]Valentin De Bortoli, Agnès Desolneux, Alain Durmus, Bruno Galerne, Arthur Leclaire:
Maximum entropy methods for texture synthesis: theory and practice. CoRR abs/1912.01691 (2019) - 2018
- [j7]Agnès Desolneux, Arthur Leclaire:
Stochastic Image Models from SIFT-Like Descriptors. SIAM J. Imaging Sci. 11(4): 2305-2338 (2018) - [j6]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): 2456-2493 (2018) - 2017
- [j5]Bruno Galerne, Arthur Leclaire, Lionel Moisan:
Texton Noise. Comput. Graph. Forum 36(8): 205-218 (2017) - [j4]Bruno Galerne, Arthur Leclaire:
An Algorithm for Gaussian Texture Inpainting. Image Process. Line 7: 262-277 (2017) - [j3]Bruno Galerne, Arthur Leclaire:
Texture Inpainting Using Efficient Gaussian Conditional Simulation. SIAM J. Imaging Sci. 10(3): 1446-1474 (2017) - [c5]Bruno Galerne, Arthur Leclaire, Julien Rabin:
Semi-discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. GSI 2017: 100-108 - [c4]Agnès Desolneux, Arthur Leclaire:
Stochastic Image Reconstruction from Local Histograms of Gradient Orientation. SSVM 2017: 133-145 - 2016
- [c3]Bruno Galerne, Arthur Leclaire, Lionel Moisan:
Microtexture inpainting through Gaussian conditional simulation. ICASSP 2016: 1204-1208 - 2015
- [j2]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): 145-172 (2015) - 2014
- [c2]Bruno Galerne, Arthur Leclaire, Lionel Moisan:
A texton for fast and flexible Gaussian texture synthesis. EUSIPCO 2014: 1686-1690 - 2013
- [c1]Arthur Leclaire, Lionel Moisan:
Blind Deblurring Using a Simplified Sharpness Index. SSVM 2013: 86-97 - 2012
- [j1]Marc Lebrun, Arthur Leclaire:
An Implementation and Detailed Analysis of the K-SVD Image Denoising Algorithm. Image Process. Line 2: 96-133 (2012)
Coauthor Index
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last updated on 2024-09-04 01:20 CEST by the dblp team
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