Jérôme Darbon

93 papers A 1B 5C 2Misc 1Journal 61Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers. CoRR Youngkyu Lee, Shanqing Liu, Jérôme Darbon, George Em Karniadakis
2025	J	`jnl`	A Time-Dependent Symplectic Network for Nonconvex Path Planning Problems with Linear and Nonlinear Dynamics. SIAM J. Sci. Comput. Zhen Zhang, Chenye Wang, Shanqing Liu, Jérôme Darbon, George Em Karniadakis
2025	J	`jnl`	A Variational Framework for Residual-Based Adaptivity in Neural PDE Solvers and Operator Learning. CoRR Juan Diego Toscano, Daniel T. Chen, Vivek Oommen, Jérôme Darbon, George Em Karniadakis
2025	J	`jnl`	Automatic discovery of optimal meta-solvers for time-dependent nonlinear PDEs. CoRR Youngkyu Lee, Shanqing Liu, Jérôme Darbon, George Em Karniadakis
2025	J	`jnl`	Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions. CoRR Qianying Cao, Shanqing Liu, Alan John Varghese, Jérôme Darbon, Michael S. Triantafyllou, George Em Karniadakis
2025	J	`jnl`	Exact and efficient basis pursuit denoising via differential inclusions and a selection principle. CoRR Gabriel Provencher Langlois, Jérôme Darbon
2025	J	`jnl`	On the role of fractional Brownian motion in models of chemotaxis and stochastic gradient ascent. CoRR Gustavo Cornejo-Olea, Lucas Buvinic, Jérôme Darbon, Radek Erban, Andrea Ravasio, Anastasios Matzavinos
2025	J	`jnl`	Safe Physics-Informed Machine Learning for Optimal Predefined-Time Stabilization: A Lyapunov-Based Approach. IEEE Trans. Neural Networks Learn. Syst. Nick-Marios T. Kokolakis, Zhen Zhang, Shanqing Liu, Kyriakos G. Vamvoudakis, Jérôme Darbon, George Em Karniadakis
2025	J	`jnl`	Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks? CoRR Elham Kiyani, Khemraj Shukla, Jorge F. Urbán, Jérôme Darbon, George Em Karniadakis
2024	B	`conf`	A Scalable Algorithm for the Optimal Trajectory of a Massive Swarm of UAV Base Stations Using Lagrangian Mechanics. WiMob Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle
2024	J	`jnl`	Automatic discovery of optimal meta-solvers via multi-objective optimization. CoRR Youngkyu Lee, Shanqing Liu, Jérôme Darbon, George Em Karniadakis
2024	J	`jnl`	Efficient First-Order Algorithms for Large-Scale, Non-Smooth Maximum Entropy Models with Application to Wildfire Science. Entropy Gabriel Provencher Langlois, Jatan Buch, Jérôme Darbon
2024	J	`jnl`	Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science. CoRR Gabriel Provencher Langlois, Jatan Buch, Jérôme Darbon
2024	J	`jnl`	HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models. CoRR Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
2024	J	`jnl`	Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems. Comput. Math. Appl. Paula X. Chen, Jérôme Darbon, Tingwei Meng
2024	—	`conf`	Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. L4DC Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
2024	J	`jnl`	Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. SIAM J. Sci. Comput. Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
2024	J	`jnl`	Leveraging Viscous Hamilton-Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning. SIAM/ASA J. Uncertain. Quantification Zongren Zou, Tingwei Meng, Paula X. Chen, Jérôme Darbon, George Em Karniadakis
2024	J	`jnl`	Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning. CoRR Zongren Zou, Tingwei Meng, Paula X. Chen, Jérôme Darbon, George Em Karniadakis
2023	J	`jnl`	Accelerating gradient descent and Adam via fractional gradients. Neural Networks Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
2023	J	`jnl`	Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. CoRR Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
2023	J	`jnl`	Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. CoRR Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
2023	J	`jnl`	Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton-Jacobi PDEs. Math. Control. Signals Syst. Jérôme Darbon, Peter M. Dower, Tingwei Meng
2023	J	`jnl`	Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. IEEE Trans. Mob. Comput. Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle
2022	J	`jnl`	On Hamilton-Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise. J. Math. Imaging Vis. Jérôme Darbon, Tingwei Meng, Elena Resmerita
2022	J	`jnl`	SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems. SIAM J. Sci. Comput. Tingwei Meng, Zhen Zhang, Jérôme Darbon, George E. Karniadakis
2022	J	`jnl`	SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems. CoRR Tingwei Meng, Zhen Zhang, Jérôme Darbon, George Em Karniadakis
2021	J	`jnl`	A Caputo fractional derivative-based algorithm for optimization. CoRR Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
2021	J	`jnl`	Accelerated nonlinear primal-dual hybrid gradient algorithms with applications to machine learning. CoRR Jérôme Darbon, Gabriel Provencher Langlois
2021	J	`jnl`	An Algorithm Solving Compressive Sensing Problem Based on Maximal Monotone Operators. SIAM J. Sci. Comput. Yohann Tendero, Igor Ciril, Jérôme Darbon, Susana Serna
2021	J	`jnl`	Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors. CoRR Jérôme Darbon, Gabriel Provencher Langlois, Tingwei Meng
2021	J	`jnl`	Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms. CoRR Jérôme Darbon, Gabriel Provencher Langlois
2021	J	`jnl`	Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs. CoRR Jérôme Darbon, Peter M. Dower, Tingwei Meng
2021	J	`jnl`	On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton-Jacobi Partial Differential Equations. J. Math. Imaging Vis. Jérôme Darbon, Gabriel Provencher Langlois
2021	J	`jnl`	On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise. CoRR Jérôme Darbon, Tingwei Meng, Elena Resmerita
2021	J	`jnl`	On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. J. Comput. Phys. Jérôme Darbon, Tingwei Meng
2021	J	`jnl`	Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. CoRR Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle
2020	J	`jnl`	On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations. SIAM J. Imaging Sci. Jérôme Darbon, Tingwei Meng
2020	J	`jnl`	On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. CoRR Jérôme Darbon, Tingwei Meng
2020	J	`jnl`	On the Convergence and generalization of Physics Informed Neural Networks. CoRR Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
2019	J	`jnl`	Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. J. Comput. Phys. Yat Tin Chow, Jérôme Darbon, Stanley J. Osher, Wotao Yin
2019	—	`conf`	Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. INFOCOM Workshops Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kelif, Marc Sigelle
2018	—	`conf`	A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CCTA Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher
2018	—	`conf`	A Simple and Exact Algorithm to Solve Linear Problems with \ell ^1 -Based Regularizers. VISIGRAPP (Revised Selected Papers) Yohann Tendero, Igor Ciril, Jérôme Darbon
2018	—	`conf`	A Simple and Exact Algorithm to Solve l1 Linear Problems - Application to the Compressive Sensing Method. VISIGRAPP (4: VISAPP) Igor Ciril, Jérôme Darbon, Yohann Tendero
2018	J	`jnl`	Numerical Simulation of Landscape Evolution Models. Image Process. Line Marc LeBrun, Miguel Colom, Jérôme Darbon, Jean-Michel Morel
2018	J	`jnl`	Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. CoRR Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kelif, Marc Sigelle
2018	J	`jnl`	Time-Optimal Collaborative Guidance Using the Generalized Hopf Formula. IEEE Control. Syst. Lett. Matthew R. Kirchner, Robert T. Mar, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher, Yat Tin Chow
2017	J	`jnl`	A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CoRR Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher
2017	J	`jnl`	Algorithm for Overcoming the Curse of Dimensionality For Time-Dependent Non-convex Hamilton-Jacobi Equations Arising From Optimal Control and Differential Games Problems. J. Sci. Comput. Yat Tin Chow, Jérôme Darbon, Stanley J. Osher, Wotao Yin
2017	J	`jnl`	Revisiting the redistancing problem using the Hopf-Lax formula. J. Comput. Phys. Byungjoon Lee, Jérôme Darbon, Stanley J. Osher, Myungjoo Kang
2017	J	`jnl`	Time-Optimal Collaborative Guidance using the Generalized Hopf Formula. CoRR Matthew R. Kirchner, Robert T. Mar, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher, Yat Tin Chow
2015	J	`jnl`	On Convex Finite-Dimensional Variational Methods in Imaging Sciences and Hamilton-Jacobi Equations. SIAM J. Imaging Sci. Jérôme Darbon
2014	B	`conf`	On the implementation of the multi-phase region segmentation, solving the hidden phase problem. ICIP Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch
2013	J	`jnl`	A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures. J. Signal Process. Syst. Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley J. Osher
2013	J	`jnl`	Conciliating syntactic and semantic constraints for multi-phase and multi-channel region segmentation. Comput. Vis. Image Underst. Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch
2013	J	`jnl`	Multilabel partition moves for MRF optimization. Image Vis. Comput. Aymen Shabou, Jérôme Darbon, Florence Tupin
2011	J	`jnl`	A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization. IEEE Geosci. Remote. Sens. Lett. Aymen Shabou, Jérôme Darbon, Florence Tupin
2011	—	`conf`	A mask-based enhancement method for historical documents. DRR Elisa H. Barney Smith, Jérôme Darbon, Laurence Likforman-Sulem
2011	J	`jnl`	Enhancement of historical printed document images by combining Total Variation regularization and Non-local Means filtering. Image Vis. Comput. Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith
2011	J	`jnl`	Exact optimization for the ℓ Theor. Comput. Sci. Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet
2011	—	`conf`	Image Denoising with a Constrained Discrete Total Variation Scale Space. DGCI Igor Ciril, Jérôme Darbon
2010	—	`conf`	A Compressive Sensing Algorithm for Many-Core Architectures. ISVC (2) Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley J. Osher
2010	—	`conf`	Effect of pre-processing on binarization. DRR Elisa H. Barney Smith, Laurence Likforman-Sulem, Jérôme Darbon
2009	B	`conf`	A graph-cut based algorithm for approximate MRF optimization. ICIP Aymen Shabou, Florence Tupin, Jérôme Darbon
2009	B	`conf`	A note on the Bregmanized Total Variation and dual forms. ICIP Jérôme Darbon, Igor Ciril, Antonio Marquina, Tony F. Chan, Stanley J. Osher
2009	B	`conf`	Copula-set measures on topographic maps for change detection. ICIP Jamal Atif, Jérôme Darbon
2009	J	`jnl`	Global optimization for first order Markov Random Fields with submodular priors. Discret. Appl. Math. Jérôme Darbon
2009	J	`jnl`	Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. IEEE Trans. Geosci. Remote. Sens. Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
2009	J	`jnl`	On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows. Int. J. Comput. Vis. Antonin Chambolle, Jérôme Darbon
2009	A	`conf`	Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation. ICDAR Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith
2009	J	`jnl`	SAR Image Regularization With Fast Approximate Discrete Minimization. IEEE Trans. Image Process. Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
2008	—	`conf`	A Regularization Approach for InSAR and Optical Data Fusion. IGARSS (2) Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
2008	J	`jnl`	Bregman Iterative Algorithms for \ell SIAM J. Imaging Sci. Wotao Yin, Stanley J. Osher, Donald Goldfarb, Jérôme Darbon
2008	—	`conf`	Fast nonlocal filtering applied to electron cryomicroscopy. ISBI Jérôme Darbon, Alexandre Cunha, Tony F. Chan, Stanley J. Osher, Grant J. Jensen
2008	C	`conf`	Global Optimization for First Order Markov Random Fields with Submodular Priors. IWCIA Jérôme Darbon
2008	—	`conf`	Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. IGARSS (5) Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
2007	—	`conf`	A Note on the Discrete Binary Mumford-Shah Model. MIRAGE Jérôme Darbon
2007	—	`conf`	Fast and Accurate Feature Detection and Triangulation Using Total Variation Filtering of Biological Images. ISBI Alexandre Cunha, Jérôme Darbon, Tony F. Chan, Arthur W. Toga
2007	—	`conf`	The Biosecure Geometry-Based System for Hand Modality. ICASSP (1) Geoffroy Fouquier, Laurence Likforman-Sulem, Jérôme Darbon, Bülent Sankur
2007	—	`conf`	The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. Computational Imaging Jérôme Darbon, Marc Sigelle, Florence Tupin
2006	—	`conf`	An Efficient Algorithm for Connected Attribute Thinnings and Thickenings. ISVC (2) David Lesage, Jérôme Darbon, Ceyhun Burak Akgül
2006	J	`jnl`	Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization. J. Math. Imaging Vis. Jérôme Darbon, Marc Sigelle
2006	J	`jnl`	Image Restoration with Discrete Constrained Total Variation Part II: Levelable Functions, Convex Priors and Non-Convex Cases. J. Math. Imaging Vis. Jérôme Darbon, Marc Sigelle
2006	—	`conf`	On a Polynomial Vector Field Model for Shape Representation. ICIAR (2) Mickael Chekroun, Jérôme Darbon, Igor Ciril
2006	J	`jnl`	Shape-Based Hand Recognition. IEEE Trans. Image Process. Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon
2005	—	`conf`	A Fast and Exact Algorithm for Total Variation Minimization. IbPRIA (1) Jérôme Darbon, Marc Sigelle
2005	Misc	`conf`	A Vectorial Self-dual Morphological Filter Based on Total Variation Minimization. ISVC Jérôme Darbon, Sylvain Peyronnet
2005	—	`conf`	An efficient algorithm for attribute openings and closings. EUSIPCO Jérôme Darbon, Ceyhun Burak Akgül
2004	C	`conf`	Exact Optimization of Discrete Constrained Total Variation Minimization Problems. IWCIA Jérôme Darbon, Marc Sigelle
2004	—	`conf`	Person authentication based on hand shape. EUSIPCO Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon
2001	—	`conf`	Color image segmentation based on automatic morphological clustering. ICIP (3) Thierry Géraud, Pierre-Yves Strub, Jérôme Darbon
2001	—	`conf`	Error correcting code performance for watermark protection. Security and Watermarking of Multimedia Contents Jérôme Darbon, Bülent Sankur, Henri Maître