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Gradient Step Denoiser for convergent Plug-and-Play

 Samuel Hurault , Arthur Leclaire , Nicolas Papadakis
International Conference on Learning Representations (ICLR'22), Apr 2022, Online, United States
Communication dans un congrès hal-03370886v1
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An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint

 Yann Traonmilin , Jean-François Aujol , Arthur Leclaire
in Proceedings of iTWIST'20, Paper-ID: 7, Nantes, France, December, 2-4, 2020, Dec 2020, Nantes, France
Communication dans un congrès hal-03037264v1
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On the Gradient Formula for learning Generative Models with Regularized Optimal Transport Costs

 Antoine Houdard , Arthur Leclaire , Nicolas Papadakis , Julien Rabin
Transactions on Machine Learning Research Journal, 2023
Article dans une revue hal-03740368v1
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REDUNDANCY IN GAUSSIAN RANDOM FIELDS

 Valentin de Bortoli , Agnès Desolneux , Bruno Galerne , Arthur Leclaire
ESAIM: Probability and Statistics, 2020, Vol. 24, pp. 627-660. ⟨10.1051/ps/2020010⟩
Article dans une revue hal-01931737v2
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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
Information and Inference, 2022
Article dans une revue hal-02941814v2
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Maximum entropy methods for texture synthesis: theory and practice

 Valentin de Bortoli , Agnès Desolneux , Alain Durmus , Bruno Galerne , Arthur Leclaire
SIAM Journal on Mathematics of Data Science, 2020, ⟨10.1137/19M1307731⟩
Article dans une revue hal-03037099v1
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Patch redundancy in images: a statistical testing framework and some applications

 Valentin de Bortoli , Agnès Desolneux , Bruno Galerne , Arthur Leclaire
SIAM Journal on Imaging Sciences, 2020, ⟨10.1137/18M1228219⟩
Article dans une revue hal-03037094v1

Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization

 Samuel Hurault , Arthur Leclaire , Nicolas Papadakis
International Conference on Machine Learning (ICML'22), Jul 2022, Baltimore, United States
Communication dans un congrès hal-03550371v1
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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
Journal of Mathematical Imaging and Vision, 2023
Article dans une revue hal-04047677v1
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Une Variante non Périodique du Sharpness Index

 Arthur Leclaire , Lionel Moisan
GRETSI, Sep 2013, Brest, France
Communication dans un congrès hal-00837646v1
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Texton Noise

 B. Galerne , Arthur Leclaire , L. Moisan
Computer Graphics Forum, 2017, ⟨10.1111/cgf.13073⟩
Article dans une revue hal-01299336v2
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PATCH REDUNDANCY IN IMAGES: A STATISTICAL TESTING FRAMEWORK AND SOME APPLICATIONS

 Valentin de Bortoli , Agnès Desolneux , Bruno Galerne , Arthur Leclaire
SIAM Journal on Imaging Sciences, 2019, 12 (2), pp.893-926. ⟨10.1137/18M1228219⟩
Article dans une revue hal-01931733v2
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Wasserstein Generative Models for Patch-based Texture Synthesis

 Antoine Houdard , Arthur Leclaire , Nicolas Papadakis , Julien Rabin
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'21), May 2021, Cabourg, France. pp.269--280, ⟨10.1007/978-3-030-75549-2_22⟩
Communication dans un congrès hal-02824076v2
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Texture Inpainting Using Efficient Gaussian Conditional Simulation

 Bruno Galerne , Arthur Leclaire
SIAM Journal on Imaging Sciences, 2017, 10 (3), pp.1446-1474. ⟨10.1137/16M1109047⟩
Article dans une revue hal-01428428v2
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An Algorithm for Gaussian Texture Inpainting

 Bruno Galerne , Arthur Leclaire
Image Processing On Line, 2017, 7, pp.262-277. ⟨10.5201/ipol.2017.198⟩
Article dans une revue hal-02174576v1
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Random phase fields and Gaussian fields for image sharpness assessment and fast texture synthesis

 Arthur Leclaire
General Mathematics [math.GM]. Université Sorbonne Paris Cité, 2015. English. ⟨NNT : 2015USPCB041⟩
Thèse tel-01196693v1
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A Texton for Fast and Flexible Gaussian Texture Synthesis

 Bruno Galerne , Arthur Leclaire , Lionel Moisan
European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp. 1686-1690
Communication dans un congrès hal-00957746v1
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Determinantal Patch Processes for Texture Synthesis

 Claire Launay , Arthur Leclaire
XXVIIème Colloque GRETSI Traitement du Signal & des Images, Aug 2019, Lille, France
Communication dans un congrès hal-02088725v2
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A Texture Synthesis Model Based on Semi-discrete Optimal Transport in Patch Space

 Bruno Galerne , Arthur Leclaire , Julien Rabin
SIAM Journal on Imaging Sciences, 2018, ⟨10.1137/18M1175781⟩
Article dans une revue hal-01726443v2
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Transport optimal entre GMM pour la synthèse de texture

 Arthur Leclaire , Julie Delon , Agnès Desolneux
colloque GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès hal-03761460v1

Plug-and-Play image restoration with Stochastic deNOising REgularization

 Marien Renaud , Jean Prost , Arthur Leclaire , Nicolas Papadakis
2024
Pré-publication, Document de travail hal-04440453v1
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Stochastic Image Models from SIFT-like descriptors

 Agnès Desolneux , Arthur Leclaire
SIAM Journal on Imaging Sciences, 2018, ⟨10.1137/18M116592X⟩
Article dans une revue hal-01692139v1
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Projected gradient descent for non-convex sparse spike estimation

 Yann Traonmilin , Jean-François Aujol , Arthur Leclaire
IEEE Signal Processing Letters, 2020, 27, pp.1110 - 1114. ⟨10.1109/LSP.2020.3003241⟩
Article dans une revue hal-02311624v4
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A Generative Model for Texture Synthesis based on Optimal Transport between Feature Distributions

 Antoine Houdard , Arthur Leclaire , Nicolas Papadakis , Julien Rabin
Journal of Mathematical Imaging and Vision, 2022, ⟨10.1007/s10851-022-01108-9⟩
Article dans une revue hal-03386084v1
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Blind Deblurring Using a Simplified Sharpness Index

 Arthur Leclaire , Lionel Moisan
fourth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Jun 2013, Graz, Austria. pp.86-97, ⟨10.1007/978-3-642-38267-3_8⟩
Communication dans un congrès hal-00795811v1
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Macrocanonical Models for Texture Synthesis

 Valentin de Bortoli , Agnès Desolneux , Bruno Galerne , Arthur Leclaire
Scale Space and Variational Methods in Computer Vision. SSVM 2019, Jun 2019, Hofgeismar, Germany. ⟨10.1007/978-3-030-22368-7_2⟩
Communication dans un congrès hal-02093364v1
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Experimental Fluid Mechanics goes 3D: New Numerical Methods for Quantitative Instantaneous 3D Imagery of Fluids

 G. Le Besnerais , F. Champagnat , P. Cornic , A. Plyer , B. Leclaire , et al.
Aerospace Lab, 2016, 12, p. 1-14. ⟨10.12762/2016.AL12-09⟩
Article dans une revue hal-01512692v1
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Microtexture Inpainting through Gaussian Conditional Simulation

 Bruno Galerne , Arthur Leclaire , Lionel Moisan
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shanghai, China. ⟨10.1109/ICASSP.2016.7471867⟩
Communication dans un congrès hal-01214695v3
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Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures

 Bruno Galerne , Arthur Leclaire , Julien Rabin
Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_12⟩
Communication dans un congrès hal-01560785v1

Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter

 Samuel Hurault , Antonin Chambolle , Arthur Leclaire , Nicolas Papadakis
2023
Pré-publication, Document de travail hal-04269033v1
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