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Jérôme Darbon
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2020 – today
- 2024
- [j32]Paula X. Chen
, Jérôme Darbon
Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems. Comput. Math. Appl. 161: 90-120 (2024) - [j31]Gabriel Provencher Langlois, Jatan Buch
Efficient First-Order Algorithms for Large-Scale, Non-Smooth Maximum Entropy Models with Application to Wildfire Science. Entropy 26(8): 691 (2024) - [j30]Paula X. Chen, Tingwei Meng
Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. SIAM J. Sci. Comput. 46(2): 216- (2024) - [c31]Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis:
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. L4DC 2024: 1-12 - [i18]Gabriel Provencher Langlois, Jatan Buch
Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science. CoRR abs/2403.06816 (2024) - [i17]Zongren Zou, Tingwei Meng, Paula X. Chen, Jérôme Darbon, George Em Karniadakis:
Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning. CoRR abs/2404.08809 (2024) - [i16]Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis:
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models. CoRR abs/2409.09614 (2024) - 2023
- [j29]Jérôme Darbon
Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton-Jacobi PDEs. Math. Control. Signals Syst. 35(1): 1-44 (2023) - [j28]Yeonjong Shin
Accelerating gradient descent and Adam via fractional gradients. Neural Networks 161: 185-201 (2023) - [j27]Marceau Coupechoux
Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. IEEE Trans. Mob. Comput. 22(8): 4837-4849 (2023) - [i15]Paula X. Chen
Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. CoRR abs/2303.12928 (2023) - [i14]Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis:
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. CoRR abs/2311.07790 (2023) - 2022
- [j26]Jérôme Darbon
On Hamilton-Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise. J. Math. Imaging Vis. 64(4): 408-441 (2022) - [j25]Tingwei Meng
SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems. SIAM J. Sci. Comput. 44(6): 1341- (2022) - [i13]Tingwei Meng, Zhen Zhang, Jérôme Darbon, George Em Karniadakis:
SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems. CoRR abs/2201.05475 (2022) - 2021
- [j24]Jérôme Darbon
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. J. Comput. Phys. 425: 109907 (2021) - [j23]Jérôme Darbon
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton-Jacobi Partial Differential Equations. J. Math. Imaging Vis. 63(7): 821-854 (2021) - [j22]Yohann Tendero, Igor Ciril
An Algorithm Solving Compressive Sensing Problem Based on Maximal Monotone Operators. SIAM J. Sci. Comput. 43(6): A4067-A4094 (2021) - [i12]Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle:
Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. CoRR abs/2102.02632 (2021) - [i11]Yeonjong Shin, Jérôme Darbon, George Em Karniadakis:
A Caputo fractional derivative-based algorithm for optimization. CoRR abs/2104.02259 (2021) - [i10]Jérôme Darbon, Gabriel Provencher Langlois, Tingwei Meng:
Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors. CoRR abs/2104.11285 (2021) - [i9]Jérôme Darbon, Peter M. Dower, Tingwei Meng:
Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs. CoRR abs/2105.03336 (2021) - [i8]Jérôme Darbon, Tingwei Meng, Elena Resmerita:
On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise. CoRR abs/2105.13997 (2021) - [i7]Jérôme Darbon, Gabriel Provencher Langlois
Accelerated nonlinear primal-dual hybrid gradient algorithms with applications to machine learning. CoRR abs/2109.12222 (2021) - [i6]Jérôme Darbon, Gabriel Provencher Langlois:
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms. CoRR abs/2111.15426 (2021) - 2020
- [j21]Jérôme Darbon, Tingwei Meng:
On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations. SIAM J. Imaging Sci. 13(2): 971-1014 (2020) - [i5]Jérôme Darbon, Tingwei Meng:
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. CoRR abs/2002.09750 (2020) - [i4]Yeonjong Shin, Jérôme Darbon, George Em Karniadakis:
On the Convergence and generalization of Physics Informed Neural Networks. CoRR abs/2004.01806 (2020)
2010 – 2019
- 2019
- [j20]Yat Tin Chow
Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. J. Comput. Phys. 387: 376-409 (2019) - [c30]Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kelif, Marc Sigelle:
Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. INFOCOM Workshops 2019: 626-631 - 2018
- [j19]Matthew R. Kirchner
Time-Optimal Collaborative Guidance Using the Generalized Hopf Formula. IEEE Control. Syst. Lett. 2(2): 201-206 (2018) - [j18]Marc Lebrun, Miguel Colom, Jérôme Darbon, Jean-Michel Morel
Numerical Simulation of Landscape Evolution Models. Image Process. Line 8: 219-250 (2018) - [c29]Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher:
A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CCTA 2018: 1583-1590 - [c28]Yohann Tendero, Igor Ciril
A Simple and Exact Algorithm to Solve Linear Problems with \ell ^1 -Based Regularizers. VISIGRAPP (Revised Selected Papers) 2018: 243-261 - [c27]Igor Ciril
A Simple and Exact Algorithm to Solve l1 Linear Problems - Application to the Compressive Sensing Method. VISIGRAPP (4: VISAPP) 2018: 54-62 - [i3]Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kelif, Marc Sigelle:
Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. CoRR abs/1812.08759 (2018) - 2017
- [j17]Byungjoon Lee
Revisiting the redistancing problem using the Hopf-Lax formula. J. Comput. Phys. 330: 268-281 (2017) - [j16]Yat Tin Chow
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. 73(2-3): 617-643 (2017) - [i2]Matthew R. Kirchner, Robert T. Mar, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher, Yat Tin Chow:
Time-Optimal Collaborative Guidance using the Generalized Hopf Formula. CoRR abs/1709.06590 (2017) - [i1]Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher:
A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CoRR abs/1712.08226 (2017) - 2015
- [j15]Jérôme Darbon:
On Convex Finite-Dimensional Variational Methods in Imaging Sciences and Hamilton-Jacobi Equations. SIAM J. Imaging Sci. 8(4): 2268-2293 (2015) - 2014
- [c26]Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini
On the implementation of the multi-phase region segmentation, solving the hidden phase problem. ICIP 2014: 4338-4342 - 2013
- [j14]Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini
Conciliating syntactic and semantic constraints for multi-phase and multi-channel region segmentation. Comput. Vis. Image Underst. 117(8): 819-826 (2013) - [j13]Aymen Shabou, Jérôme Darbon, Florence Tupin:
Multilabel partition moves for MRF optimization. Image Vis. Comput. 31(1): 14-30 (2013) - [j12]Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan
A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures. J. Signal Process. Syst. 71(1): 1-20 (2013) - 2011
- [j11]Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith:
Enhancement of historical printed document images by combining Total Variation regularization and Non-local Means filtering. Image Vis. Comput. 29(5): 351-363 (2011) - [j10]Aymen Shabou, Jérôme Darbon, Florence Tupin:
A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization. IEEE Geosci. Remote. Sens. Lett. 8(3): 527-531 (2011) - [j9]Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet:
Exact optimization for the ℓ1-Compressive Sensing problem using a modified Dantzig-Wolfe method. Theor. Comput. Sci. 412(15): 1325-1337 (2011) - [c25]Igor Ciril
Image Denoising with a Constrained Discrete Total Variation Scale Space. DGCI 2011: 465-476 - [c24]Elisa H. Barney Smith
A mask-based enhancement method for historical documents. DRR 2011: 787414 - 2010
- [c23]Elisa H. Barney Smith
Effect of pre-processing on binarization. DRR 2010: 75340H - [c22]Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley J. Osher:
A Compressive Sensing Algorithm for Many-Core Architectures. ISVC (2) 2010: 678-686
2000 – 2009
- 2009
- [j8]Jérôme Darbon:
Global optimization for first order Markov Random Fields with submodular priors. Discret. Appl. Math. 157(16): 3412-3423 (2009) - [j7]Antonin Chambolle
On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows. Int. J. Comput. Vis. 84(3): 288-307 (2009) - [j6]Loïc Denis
Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. IEEE Trans. Geosci. Remote. Sens. 47(11): 3774-3785 (2009) - [j5]Loïc Denis
SAR Image Regularization With Fast Approximate Discrete Minimization. IEEE Trans. Image Process. 18(7): 1588-1600 (2009) - [c21]Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith
Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation. ICDAR 2009: 758-762 - [c20]Aymen Shabou, Florence Tupin, Jérôme Darbon:
A graph-cut based algorithm for approximate MRF optimization. ICIP 2009: 2413-2416 - [c19]Jamal Atif, Jérôme Darbon:
Copula-set measures on topographic maps for change detection. ICIP 2009: 2881-2884 - [c18]Jérôme Darbon, Igor Ciril
A note on the Bregmanized Total Variation and dual forms. ICIP 2009: 2965-2968 - 2008
- [j4]Wotao Yin
Bregman Iterative Algorithms for \ell1-Minimization with Applications to Compressed Sensing. SIAM J. Imaging Sci. 1(1): 143-168 (2008) - [c17]Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle:
A Regularization Approach for InSAR and Optical Data Fusion. IGARSS (2) 2008: 97-100 - [c16]Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle:
Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. IGARSS (5) 2008: 471-474 - [c15]Jérôme Darbon, Alexandre Cunha, Tony F. Chan
Fast nonlocal filtering applied to electron cryomicroscopy. ISBI 2008: 1331-1334 - [c14]Jérôme Darbon:
Global Optimization for First Order Markov Random Fields with Submodular Priors. IWCIA 2008: 229-237 - 2007
- [c13]Jérôme Darbon, Marc Sigelle, Florence Tupin:
The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. Computational Imaging 2007: 64980T - [c12]Geoffroy Fouquier, Laurence Likforman-Sulem, Jérôme Darbon, Bülent Sankur:
The Biosecure Geometry-Based System for Hand Modality. ICASSP (1) 2007: 801-804 - [c11]Alexandre Cunha, Jérôme Darbon, Tony F. Chan
Fast and Accurate Feature Detection and Triangulation Using Total Variation Filtering of Biological Images. ISBI 2007: 680-683 - [c10]Jérôme Darbon:
A Note on the Discrete Binary Mumford-Shah Model. MIRAGE 2007: 283-294 - 2006
- [j3]Jérôme Darbon, Marc Sigelle:
Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization. J. Math. Imaging Vis. 26(3): 261-276 (2006) - [j2]Jérôme Darbon, Marc Sigelle:
Image Restoration with Discrete Constrained Total Variation Part II: Levelable Functions, Convex Priors and Non-Convex Cases. J. Math. Imaging Vis. 26(3): 277-291 (2006) - [j1]Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon:
Shape-Based Hand Recognition. IEEE Trans. Image Process. 15(7): 1803-1815 (2006) - [c9]Mickael Chekroun, Jérôme Darbon, Igor Ciril
On a Polynomial Vector Field Model for Shape Representation. ICIAR (2) 2006: 386-397 - [c8]David Lesage, Jérôme Darbon, Ceyhun Burak Akgül:
An Efficient Algorithm for Connected Attribute Thinnings and Thickenings. ISVC (2) 2006: 393-404 - 2005
- [c7]Jérôme Darbon, Ceyhun Burak Akgül:
An efficient algorithm for attribute openings and closings. EUSIPCO 2005: 1-4 - [c6]Jérôme Darbon, Marc Sigelle:
A Fast and Exact Algorithm for Total Variation Minimization. IbPRIA (1) 2005: 351-359 - [c5]Jérôme Darbon, Sylvain Peyronnet:
A Vectorial Self-dual Morphological Filter Based on Total Variation Minimization. ISVC 2005: 388-395 - 2004
- [c4]Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon:
Person authentication based on hand shape. EUSIPCO 2004: 1233-1236 - [c3]Jérôme Darbon, Marc Sigelle:
Exact Optimization of Discrete Constrained Total Variation Minimization Problems. IWCIA 2004: 548-557 - 2001
- [c2]Thierry Géraud, Pierre-Yves Strub, Jérôme Darbon:
Color image segmentation based on automatic morphological clustering. ICIP (3) 2001: 70-73 - [c1]Jérôme Darbon, Bülent Sankur, Henri Maître:
Error correcting code performance for watermark protection. Security and Watermarking of Multimedia Contents 2001: 663-672
Coauthor Index
George Em Karniadakis
aka: George E. Karniadakis
aka: George E. Karniadakis
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