Clément Dorffer

17 papers C 3Misc 2Journal 5Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generalization Performance of Neural Mapping Schemes for the Space-Time Interpolation of Satellite-Derived Ocean Color Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thi Thuy Nga Nguyen, Clément Dorffer, Frédéric Jourdin, Ronan Fablet
2025	J	`jnl`	Observation-Only Deep Learning for Gappy Satellite-Derived Ocean Color Data Using 4DVarNet. IEEE Trans. Geosci. Remote. Sens. Clément Dorffer, Frédéric Jourdin, Thi Thuy Nga Nguyen, Rodolphe Devillers, David Mouillot, Ronan Fablet
2024	C	`conf`	Adaptive Spatial and Multi-Variable Generalization of 4dvarnet in Ocean Colour Remote Sensing. IGARSS Clément Dorffer, Thi Thuy Nga Nguyen, Ronan Fablet, Frédéric Jourdin
2023	C	`conf`	AI Data-Driven Sediments Dynamics Short Term Forecast From Observation in the Bay of Biscay. IGARSS Jean-Marie Vient, Frédéric Jourdin, Ronan Fablet, Clément Dorffer, Christophe Delacourt
2023	C	`conf`	Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite Images. IGARSS Clément Dorffer, Frédéric Jourdin, David Mouillot, Rodolphe Devillers, Ronan Fablet, Quentin Febvre
2021	—	`conf`	Modal estimation in underwater acoustics by data-driven structured sparse decompositions. EUSIPCO Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau
2020	Misc	`conf`	Dispersive Grid-free Orthogonal Matching Pursuit for Modal Estimation in Ocean Acoustics. ICASSP Thomas Paviet-Salomon, Clément Dorffer, Julien Bonnel, Barbara Nicolas, Thierry Chonavel, Angélique Drémeau
2020	J	`jnl`	Learning sparse structures for physics-inspired compressed sensing. CoRR Clément Dorffer, Thomas Paviet-Salomon, Gilles Le Chenadec, Angélique Drémeau
2019	J	`jnl`	Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. IEEE Trans. Signal Process. Cédric Herzet, Clément Dorffer, Angélique Dremeau
2019	—	`conf`	Region-Based Relaxations To Accelerate Greedy Approaches. EUSIPCO Clément Dorffer, Cédric Herzet, Angélique Drémeau
2018	J	`jnl`	Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. IEEE Trans. Signal Inf. Process. over Networks Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2017	—	`conf`	Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. LVA/ICA Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2017	—	`—`	Méthodes informées de factorisaton matricielle pour l'étalonnage de réseaux de capteurs mobiles et la cartographie de champs de pollution. (Informed method of matrix factorization for calibration of mobile sensor networks and pollution fields mapping). Clément Dorffer
2016	Misc	`conf`	Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. ICASSP Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2016	—	`conf`	Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. SAM Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2016	—	`conf`	Robust informed split gradient NMF using αβ-divergence for source apportionment. MLSP Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, Antoine Abche
2015	—	`conf`	Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization. LVA/ICA Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel