Thomas Oberlin

85 papers A* 1A 1B 2C 1Misc 7Journal 52Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Objective Optimization for Synthetic-to-Real Style Transfer. CoRR Estelle Chigot, Thomas Oberlin, Manon Huguenin, Dennis Wilson
2025	J	`jnl`	Deep Priors for Satellite Image Restoration With Accurate Uncertainties. IEEE Trans. Geosci. Remote. Sens. Maud Biquard, Marie Chabert, Florence Genin, Christophe Latry, Thomas Oberlin
2025	J	`jnl`	Online Simplex-Structured Matrix Factorization. IEEE Signal Process. Lett. Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2025	—	`conf`	PG-DPIR: An Efficient Plug-and-Play Method for High-Count Poisson-Gaussian Inverse Problems. EUSIPCO Maud Biquard, Marie Chabert, Florence Genin, Christophe Latry, Thomas Oberlin
2025	J	`jnl`	PG-DPIR: An efficient plug-and-play method for high-count Poisson-Gaussian inverse problems. CoRR Maud Biquard, Marie Chabert, Florence Genin, Christophe Latry, Thomas Oberlin
2025	J	`jnl`	Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation. CoRR Estelle Chigot, Dennis G. Wilson, Meriem Ghrib, Thomas Oberlin
2025	J	`jnl`	Style transfer with diffusion models for synthetic-to-real domain adaptation. Comput. Vis. Image Underst. Estelle Chigot, Dennis G. Wilson, Meriem Ghrib, Thomas Oberlin
2025	—	`conf`	Synthetic Data for Robust Runway Detection. CAIP (1) Estelle Chigot, Dennis G. Wilson, Meriem Ghrib, Fabrice Jimenez, Thomas Oberlin
2025	J	`jnl`	Synthetic Data for Robust Runway Detection. CoRR Estelle Chigot, Dennis G. Wilson, Meriem Ghrib, Fabrice Jimenez, Thomas Oberlin
2025	J	`jnl`	Variational Bayes Image Restoration With Compressive Autoencoders. IEEE Trans. Image Process. Maud Biquard, Marie Chabert, Florence Genin, Christophe Latry, Thomas Oberlin
2024	J	`jnl`	A Recurrent CNN for Online Object Detection on Raw Radar Frames. IEEE Trans. Intell. Transp. Syst. Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2024	J	`jnl`	Deep priors for satellite image restoration with accurate uncertainties. CoRR Maud Biquard, Marie Chabert, Florence Genin, Christophe Latry, Thomas Oberlin
2024	J	`jnl`	Fixed-Quality Compression of Remote Sensing Images With Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sebastià Mijares i Verdú, Marie Chabert, Thomas Oberlin, Joan Serra-Sagristà
2024	J	`jnl`	Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection. CoRR Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2024	—	`conf`	On-the-Fly Spectral Unmixing for Real-Time Hyperspectral Data Analysis. WHISPERS Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2024	—	`conf`	Patch Normalizing Flow Regularization for Hyperspectral Pansharpening. WHISPERS Afonso Serrão Caroço De Carvalho, Thomas Oberlin
2023	J	`jnl`	Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. Signal Process. Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
2023	J	`jnl`	Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images. Medical Image Anal. Yanna Cruz Cavalcanti, Thomas Oberlin, Vinicius Ferraris, Nicolas Dobigeon, Maria Ribeiro, Clovis Tauber
2023	J	`jnl`	Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks. IEEE Geosci. Remote. Sens. Lett. Sebastià Mijares i Verdú, Marie Chabert, Thomas Oberlin, Joan Serra-Sagristà
2023	J	`jnl`	Variational Bayes image restoration with compressive autoencoders. CoRR Maud Biquard, Marie Chabert, Thomas Oberlin
2022	J	`jnl`	A recurrent CNN for online object detection on raw radar frames. CoRR Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2022	J	`jnl`	Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. CoRR Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	Automatic Detection and Correction of Random Telegraph Signal Artifacts in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. Sylvain Lucas, Thomas Oberlin, Vincent Goiffon, Fanny Le Mer
2022	C	`conf`	DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps. IV Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
2022	B	`conf`	Informed Spatial Regularizations For Fast Fusion Of Astronomical Images. ICIP Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
2022	J	`jnl`	Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. IEEE Signal Process. Lett. Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform. IEEE Signal Process. Lett. Sylvain Meignen, Nils Laurent, Thomas Oberlin
2022	J	`jnl`	Satellite Image Compression and Denoising With Neural Networks. IEEE Geosci. Remote. Sens. Lett. Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Frédéric Falzon, Roberto Camarero
2021	—	`book`	Contributions au traitement des images multivariées). Thomas Oberlin
2021	Misc	`conf`	Phase Recovery with Bregman Divergences for Audio Source Separation. ICASSP Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
2021	J	`jnl`	Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery. IEEE J. Sel. Top. Signal Process. Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2021	J	`jnl`	Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression. Remote. Sens. Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Frédéric Falzon, Roberto Camarero
2021	B	`conf`	Regularization via Deep Generative Models: an Analysis Point of View. ICIP Thomas Oberlin, Mathieu Verm
2021	J	`jnl`	Regularization via deep generative models: an analysis point of view. CoRR Thomas Oberlin, Mathieu Verm
2021	—	`conf`	Source Separation Based on Non-Negative Matrix Factorization of the Synchrosqueezing Transform. EUSIPCO Neha Singh, Sylvain Meignen, Thomas Oberlin
2020	J	`jnl`	Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. CoRR Étienne Monier, Thomas Oberlin, Nathalie Brun, Xiaoyan Li, Marcel Tencé, Nicolas Dobigeon
2020	—	`conf`	Fusion of hyperspectral and multispectral infrared astronomical images. SAM Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
2020	J	`jnl`	Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs - Application to High Dimensional Infrared Astronomical Imaging. IEEE Trans. Computational Imaging Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
2020	J	`jnl`	Negative Binomial Matrix Factorization. IEEE Signal Process. Lett. Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	A*	`conf`	Ordinal Non-negative Matrix Factorization for Recommendation. ICML Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Ordinal Non-negative Matrix Factorization for Recommendation. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase recovery with Bregman divergences for audio source separation. CoRR Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase retrieval with Bregman divergences and application to audio signal recovery. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase retrieval with Bregman divergences: Application to audio signal recovery. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2020	Misc	`conf`	Unsupervised Change Detection for Multimodal Remote Sensing Images via Coupled Dictionary Learning and Sparse Coding. ICASSP Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
2019	J	`jnl`	Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images. Comput. Vis. Image Underst. Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
2019	J	`jnl`	Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise. IEEE Trans. Medical Imaging Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber
2019	J	`jnl`	Hyperspectral and multispectral image fusion under spectrally varying spatial blurs - Application to high dimensional infrared astronomical imaging. CoRR Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
2019	—	`conf`	Loss functions for denoising compressed images: a comparative study. EUSIPCO Thomas Oberlin, François Malgouyres, Jin-Yi Wu
2019	A	`conf`	Recommendation from Raw Data with Adaptive Compound Poisson Factorization. UAI Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2019	J	`jnl`	Recommendation from Raw Data with Adaptive Compound Poisson Factorization. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2019	Misc	`conf`	Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise. ICASSP Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Clovis Tauber
2018	J	`jnl`	Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images. CoRR Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
2018	J	`jnl`	Factor analysis of dynamic PET images: beyond Gaussian noise. CoRR Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber
2018	—	`conf`	Matrix Co-Factorization for Cold-Start Recommendation. ISMIR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2018	J	`jnl`	Negative Binomial Matrix Factorization for Recommender Systems. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2018	—	`conf`	Reconstruction Of Partially Sampled EELS Images. WHISPERS Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Maria de Frutos, Nicolas Dobigeon
2018	J	`jnl`	Reconstruction of Partially Sampled Multiband Images - Application to STEM-EELS Imaging. IEEE Trans. Computational Imaging Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
2018	J	`jnl`	Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging. CoRR Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
2018	J	`jnl`	Unmixing dynamic PET images with variable specific binding kinetics. Medical Image Anal. Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria Ribeiro, Clovis Tauber
2017	J	`jnl`	Bayesian EEG source localization using a structured sparsity prior. NeuroImage Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret
2017	Misc	`conf`	Fully adaptive mode decomposition from time-frequency ridges. ICASSP Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
2017	—	`conf`	Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints. MICCAI (1) Saman Noorzadeh, Pierre Maurel, Thomas Oberlin, Rémi Gribonval, Christian Barillot
2017	—	`conf`	The ASTRES toolbox for mode extraction of non-stationary multicomponent signals. EUSIPCO Dominique Fourer, Jinane Harmouche, Jeremy Schmitt, Thomas Oberlin, Sylvain Meignen, François Auger, Patrick Flandrin
2017	Misc	`conf`	The second-order wavelet synchrosqueezing transform. ICASSP Thomas Oberlin, Sylvain Meignen
2017	J	`jnl`	Unmixing dynamic PET images for voxel-based kinetic component analysis. CoRR Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria Ribeiro, Clovis Tauber
2017	—	`conf`	Unmixing dynamic PET images with a PALM algorithm. EUSIPCO Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Clovis Tauber
2016	—	`conf`	A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization. SSP Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
2015	—	`conf`	EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. CAMSAP Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
2015	J	`jnl`	Second-Order Synchrosqueezing Transform or Invertible Reassignment? Towards Ideal Time-Frequency Representations. IEEE Trans. Signal Process. Thomas Oberlin, Sylvain Meignen, Valérie Perrier
2015	—	`conf`	Symmetrical EEG-FMRI imaging by sparse regularization. EUSIPCO Thomas Oberlin, Christian Barillot, Rémi Gribonval, Pierre Maurel
2015	—	`conf`	Time-frequency ridge analysis based on the reassignment vector. EUSIPCO Sylvain Meignen, T. Gardner, Thomas Oberlin
2014	Misc	`conf`	The fourier-based synchrosqueezing transform. ICASSP Thomas Oberlin, Sylvain Meignen, Valérie Perrier
2013	—	`conf`	A novel time-frequency technique for multicomponent signal denoising. EUSIPCO Thomas Oberlin, Sylvain Meignen, Stephen McLaughlin
2013	—	`—`	Analyse de Signaux Multicomposantes : Contributions à la Décomposition Modale Empirique, aux Représentations temps-fréquence et au Synchrosqueezing. Thomas Oberlin
2013	Misc	`conf`	Analysis of strongly modulated multicomponent signals with the short-time Fourier transform. ICASSP Thomas Oberlin, Sylvain Meignen, Stephen McLaughlin
2013	J	`jnl`	Time-Frequency Reassignment and Synchrosqueezing: An Overview. IEEE Signal Process. Mag. François Auger, Patrick Flandrin, Yu-Ting Lin, Stephen McLaughlin, Sylvain Meignen, Thomas Oberlin, Hau-Tieng Wu
2012	J	`jnl`	A New Algorithm for Multicomponent Signals Analysis Based on SynchroSqueezing: With an Application to Signal Sampling and Denoising. IEEE Trans. Signal Process. Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
2012	J	`jnl`	An Alternative Formulation for the Empirical Mode Decomposition. IEEE Trans. Signal Process. Thomas Oberlin, Sylvain Meignen, Valérie Perrier
2012	—	`conf`	Multicomponent signal denoising with synchrosqueezing. SSP Sylvain Meignen, Thomas Oberlin, Stephen McLaughlin
2012	—	`conf`	On the mode synthesis in the synchrosqueezing method. EUSIPCO Thomas Oberlin, Sylvain Meignen, Valérie Perrier
2012	J	`jnl`	The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images CoRR Marianne Clausel, Thomas Oberlin, Valérie Perrier
1973	J	`jnl`	Bayes Decision Rules Based on Objective Priors. IEEE Trans. Syst. Man Cybern. Thomas Oberlin, Rangasami L. Kashyap
1973	J	`jnl`	On the Control of Systems with Unknown Parameters. IEEE Trans. Syst. Man Cybern. Thomas Oberlin