Nicolas Papadakis

1. Gradient Step Denoiser for convergent Plug-and-Play
   2021/10/07 by Samuel Hurault, Arthur Leclaire, Hurault, Samuel +3 · 29 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging #Advanced Image Processing Techniques
2. Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
   2022/01/31 by Samuel Hurault, Hurault, Samuel, Arthur Leclaire +3 · 18 citations
   Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optical Imaging and Spectroscopy Techniques #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
3. Regularized Optimal Transport and the Rot Mover's Distance
   2016/10/20 by Arnaud Dessein, Nicolas Papadakis, Dessein, Arnaud +3 · 5 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy #Stochastic Gradient Optimization Techniques
4. Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
   2023/06/06 by Samuel Hurault, Ulugbek S. Kamilov, Hurault, Samuel +5 · 5 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
5. CLEAR: Covariant LEAst-square Re-fitting with applications to image\n restoration
   2016/06/16 by Charles‐Alban Deledalle, Nicolas Papadakis, Deledalle, C-A. +5 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
6. Overrelaxed Sinkhorn-Knopp Algorithm for Regularized Optimal Transport
   2017/11/06 by Alexis Thibault, Thibault, Alexis, Lénaïc Chizat +5 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Spacecraft Dynamics and Control
7. Convex Color Image Segmentation with Optimal Transport Distances
   2015/03/06 by Julien Rabin, Nicolas Papadakis, Rabin, Julien +1 · 5 citations
   Computer Science · Mathematics · #Medical Image Segmentation Techniques #Point processes and geometric inequalities #Mathematical Approximation and Integration
8. Learning local regularization for variational image restoration
   2021/02/11 by Jean Prost, Prost, Jean, Antoine Houdard +5 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
9. Evaluation Framework of Superpixel Methods with a Global Regularity Measure
   2019/03/17 by Rémi Giraud, Giraud, Rémi, Vinh‐Thong Ta +3 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Image and Video Quality Assessment #Medical Image Segmentation Techniques
10. Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter
    2023/11/02 by Samuel Hurault, Hurault, Samuel, Antonin Chambolle +5 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
11. Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration
    2018/04/24 by Jérémie Bigot, Elsa Cazelles, Bigot, Jérémie +3 · 1 citation
    Mathematics · Environmental Science · #Advanced Statistical Methods and Models #Ecosystem dynamics and resilience
12. Diverse super-resolution with pretrained deep hiererarchical VAEs
    2022/05/20 by J.A. Prost, Prost, Jean, Antoine Houdard +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering