Antonin Chambolle
- A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging
2010/12/21 by Antonin Chambolle, Thomas Pock · 53 citations
- An Algorithm for Total Variation Minimization and Applications
2004/01/01 by Antonin Chambolle · 18 citations
- Total Roto-Translational Variation
2017/09/28 by Antonin Chambolle, Thomas Pock, Chambolle, Antonin +1 · 3 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques
- Backtracking strategies for accelerated descent methods with smooth\n composite objectives
2017/09/26 by Luca Calatroni, Calatroni, Luca, Antonin Chambolle +1 · 2 citations
Computer Science · Engineering · Mathematics · Medicine · #65F22 #90C25 #FOS: Mathematics #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Existence and uniqueness for anisotropic and crystalline mean curvature flows
2017/02/09 by Antonin Chambolle, Massimiliano Morini, Chambolle, Antonin +5 · 2 citations
Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations #Numerical Analysis (math.NA) #Point processes and geometric inequalities
- Minimizing Movements for Anisotropic and Inhomogeneous Mean Curvature Flows
2022/12/09 by Antonin Chambolle, Daniele De Gennaro, Chambolle, Antonin +3 · 2 citations
Mathematics · #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations #Navier-Stokes equation solutions
- 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
- Product of Gaussian Mixture Diffusion Models
2023/10/19 by Martin Zach, Zach, Martin, Erich Kobler +5 · 2 citations
Computer Science · Mathematics · #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Statistical Methods and Inference #electronic engineering #information engineering
- A Non-Local Mean Curvature Flow and its semi-implicit time-discrete\n approximation
2012/01/25 by Antonin Chambolle, Chambolle, Antonin, Massimiliano Morini +3 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations #Quantum chaos and dynamical systems
- On the Relation between Rectified Flows and Optimal Transport
2025/05/26 by Johannes Hertrich, Hertrich, Johannes, Antonin Chambolle +3 · 1 voice · 4 citations
Engineering · #Traffic control and management #cs.LG #math.PR #stat.ML
- Accelerated Bregman Primal-Dual methods applied to Optimal Transport and Wasserstein Barycenter problems
2022/03/02 by Antonin Chambolle, Juan Pablo Contreras, Chambolle, Antonin +1 · 1 citation
Mathematics · #Geometric Analysis and Curvature Flows
- Convergence to line and surface energies in nematic liquid crystal colloids with external magnetic field
2022/02/22 by François Alouges, Antonin Chambolle, Alouges, François +3 · 1 citation
Materials Science · #49J45 #49S05 #76A15 #Analysis of PDEs (math.AP) #Classical Analysis and ODEs (math.CA) #FOS: Mathematics #Liquid Crystal Research Advancements #Material Dynamics and Properties
- Variational approximation of size-mass energies for k-dimensional currents
2017/10/24 by Antonin Chambolle, Luca Alberto Davide Ferrari, Chambolle, Antonin +3 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Geometric Analysis and Curvature Flows #Theoretical and Computational Physics