Christophe Kervazo

24 papers A* 1Journal 12Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Super-résolution non supervisée d'images hyperspectrales de télédétection utilisant un entraînement entièrement synthétique. CoRR Xinxin Xu, Yann Gousseau, Christophe Kervazo, Saïd Ladjal
2026	J	`jnl`	Synthetic Abundance Maps for Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images. CoRR Xinxin Xu, Yann Gousseau, Christophe Kervazo, Saïd Ladjal
2026	J	`jnl`	Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images Using Fully Synthetic Training. CoRR Xinxin Xu, Yann Gousseau, Christophe Kervazo, Saïd Ladjal
2024	—	`conf`	Deep Unrolling of the Multiplicative Updates Algorithm for Blind Source Separation, with Application to Hyperspectral Unmixing. EUSIPCO Christophe Kervazo, Abdelkhalak Chetoui, Jérémy E. Cohen
2024	—	`conf`	Deep-Learning Uncertainty Estimation for Data-Consistent Breast Tomosynthesis Reconstruction. ISBI Arnaud Quillent, Vincent Jonas Bismuth, Isabelle Bloch, Christophe Kervazo, Saïd Ladjal
2024	—	`conf`	Generating Synthetic Data to Train a Deep Unrolled Network for Hyperspectral Unmixing. EUSIPCO Rassim Hadjercs, Christophe Kervazo, Florence Tupin
2024	J	`jnl`	Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry. CoRR Mostafa Cherif, Tobías I. Liaudat, Jonathan Kern, Christophe Kervazo, Jérôme Bobin
2024	—	`conf`	Unsupervised Radiometric Change Detection from Synthetic Aperture Radar Images. EUSIPCO Thomas Bultingaire, Inès Meraoumia, Christophe Kervazo, Loïc Denis, Florence Tupin
2024	—	`conf`	Unsupervised Super-Resolution of Hyperspectral Remote Sensing Images Using Fully Synthetic Training. WHISPERS Xinxin Xu, Yann Gousseau, Christophe Kervazo, Saïd Ladjal
2024	—	`conf`	Wavelet-Based Sparse Non-Negative Matrix Factorization for Bioluminescent Imaging Unmixing. ISBI Erwan Dereure, Christophe Kervazo, Johanne Seguin, Anikitos Garofalakis, Nathalie Mignet, Elsa D. Angelini, Jean-Christophe Olivo-Marin
2023	—	`conf`	A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction. MIDL Arnaud Quillent, Vincent Jonas Bismuth, Isabelle Bloch, Christophe Kervazo, Saïd Ladjal
2023	—	`conf`	Sparse Non-Negative Matrix Factorization for Preclinical Bioluminescent Imaging. ISBI Erwan Dereure, Christophe Kervazo, Johanne Seguin, Anikitos Garofalakis, Nathalie Mignet, Elsa D. Angelini, Jean-Christophe Olivo-Marin
2022	A*	`conf`	Unrolling PALM for Sparse Semi-Blind Source Separation. ICLR Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin
2021	J	`jnl`	Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures. SIAM J. Imaging Sci. Christophe Kervazo, Nicolas Gillis, Nicolas Dobigeon
2021	J	`jnl`	Smoothed Separable Nonnegative Matrix Factorization. CoRR Nicolas Nadisic, Nicolas Gillis, Christophe Kervazo
2021	J	`jnl`	unrolling palm for sparse semi-blind source separation. CoRR Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin
2020	J	`jnl`	Faster and better sparse blind source separation through mini-batch optimization. Digit. Signal Process. Christophe Kervazo, Tobías I. Liaudat, Jérôme Bobin
2020	J	`jnl`	Provably robust blind source separation of linear-quadratic near-separable mixtures. CoRR Christophe Kervazo, Nicolas Gillis, Nicolas Dobigeon
2020	—	`conf`	Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures. EUSIPCO Christophe Kervazo, Nicolas Gillis, Nicolas Dobigeon
2020	J	`jnl`	Use of PALM for Digit. Signal Process. Christophe Kervazo, Jérôme Bobin, Cécile Chenot, Florent Sureau
2019	—	`—`	Optimization framework for large-scale sparse blind source separation. (Stratégies d'optimisation pour la séparation aveugle de sources parcimonieuses grande échelle). Christophe Kervazo
2018	J	`jnl`	Blind separation of a large number of sparse sources. Signal Process. Christophe Kervazo, Jérôme Bobin, Cecile Chenot
2018	—	`conf`	Heuristics for Efficient Sparse Blind Source Separation. EUSIPCO Christophe Kervazo, Jérôme Bobin, Cecile Chenot
2018	J	`jnl`	Heuristics for Efficient Sparse Blind Source Separation. CoRR Christophe Kervazo, Jérôme Bobin, Cécile Chenot